WO2016158812A1 - 測色装置および測色方法 - Google Patents
測色装置および測色方法 Download PDFInfo
- Publication number
- WO2016158812A1 WO2016158812A1 PCT/JP2016/059791 JP2016059791W WO2016158812A1 WO 2016158812 A1 WO2016158812 A1 WO 2016158812A1 JP 2016059791 W JP2016059791 W JP 2016059791W WO 2016158812 A1 WO2016158812 A1 WO 2016158812A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- chart
- color
- unit
- color chart
- processing unit
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 37
- 238000004737 colorimetric analysis Methods 0.000 title claims abstract description 15
- 238000012545 processing Methods 0.000 claims description 270
- 238000005259 measurement Methods 0.000 claims description 145
- 238000003384 imaging method Methods 0.000 claims description 32
- 238000000691 measurement method Methods 0.000 claims description 16
- 239000003086 colorant Substances 0.000 claims description 8
- 230000008569 process Effects 0.000 description 27
- 238000004891 communication Methods 0.000 description 17
- 238000010586 diagram Methods 0.000 description 12
- 238000007639 printing Methods 0.000 description 12
- 230000032258 transport Effects 0.000 description 8
- 238000006243 chemical reaction Methods 0.000 description 6
- 230000007246 mechanism Effects 0.000 description 6
- 238000001514 detection method Methods 0.000 description 5
- 238000003708 edge detection Methods 0.000 description 5
- 238000012937 correction Methods 0.000 description 4
- 239000000463 material Substances 0.000 description 4
- 230000003287 optical effect Effects 0.000 description 4
- 238000011144 upstream manufacturing Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000001914 filtration Methods 0.000 description 2
- 230000010365 information processing Effects 0.000 description 2
- 239000003550 marker Substances 0.000 description 2
- 230000015654 memory Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000002834 transmittance Methods 0.000 description 2
- 230000005856 abnormality Effects 0.000 description 1
- 238000011109 contamination Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- BTCSSZJGUNDROE-UHFFFAOYSA-N gamma-aminobutyric acid Chemical compound NCCCC(O)=O BTCSSZJGUNDROE-UHFFFAOYSA-N 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
- 230000007723 transport mechanism Effects 0.000 description 1
- 230000003936 working memory Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/46—Measurement of colour; Colour measuring devices, e.g. colorimeters
- G01J3/52—Measurement of colour; Colour measuring devices, e.g. colorimeters using colour charts
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/02—Details
- G01J3/10—Arrangements of light sources specially adapted for spectrometry or colorimetry
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/46—Measurement of colour; Colour measuring devices, e.g. colorimeters
- G01J3/463—Colour matching
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/46—Measurement of colour; Colour measuring devices, e.g. colorimeters
- G01J3/465—Measurement of colour; Colour measuring devices, e.g. colorimeters taking into account the colour perception of the eye; using tristimulus detection
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
- G01J3/46—Measurement of colour; Colour measuring devices, e.g. colorimeters
- G01J3/52—Measurement of colour; Colour measuring devices, e.g. colorimeters using colour charts
- G01J3/524—Calibration of colorimeters
Definitions
- the present invention relates to a color measuring device and a color measuring method for measuring a color, and more particularly to a color measuring device and a color measuring method capable of automatically measuring colors at an appropriate position.
- a company that produces a color printed material such as a printing company regularly measures the color of the printed material and adjusts the color of the printing apparatus that printed the printed material in order to maintain the quality of the printed material.
- color adjustment of the printing apparatus for example, original image data called a color chart is printed by the printing apparatus, and each color of each patch in the printed color chart is measured by the color measurement apparatus. Then, the color misregistration amount between the actually measured value of each patch color and the target value of each patch color is evaluated, and the color of the printing apparatus is adjusted according to the evaluation result.
- the color chart includes a plurality of color samples called patches, and each of the plurality of patches is often formed with different colors (hue, brightness, saturation) and arranged in a predetermined manner. Yes.
- color charts There are various types of such color charts. For example, there is a color chart of an aspect configured by arranging a plurality of rectangular patches having various colors vertically and horizontally in a two-dimensional array. In the color chart of this mode, each patch is arranged so that it becomes a random (random) color arrangement according to the content to be evaluated, or the change in shading between adjacent patches like a gradation There are various patterns such as each patch being arranged so that there is less.
- Such a color chart is not only created by the user by using a color chart creation tool provided by the manufacturer of the color measurement device, but also provided by a public institution. As described above, the color chart has a variety of patterns depending on the difference in the shape, arrangement, and color arrangement of the patches.
- Patent Document 1 captures a two-dimensional color image of a color chart to be measured, calculates a patch position by an image processing method using a computer, and performs colorimetry on the determined patch position.
- a method for measuring the color chart by moving the head has been proposed by Gretag-Macbeth.
- the color measurement apparatus automatically detects the position of each patch as described above, and performs color measurement at the detected position of each patch, for example, in an actual chart.
- a chart failure abnormality
- the position of each patch that could not be automatically recognized is corrected manually or with other tools, for example, and a chart definition that describes attribute information about the patch, such as information about the position of each patch and information about the color of each patch Information is created.
- the color measuring device measures the color of each patch in the color chart based on the chart definition information.
- the present invention has been made in view of the above circumstances, and its purpose is to measure each patch at a more appropriate position even in a color chart in which the positions of all the patches are difficult to recognize automatically. It is to provide a color device and a color measurement method.
- the reference chart definition information including at least the reference chart identification information of the reference color chart and the patch position definition information representing each position of the plurality of patches in the reference color chart is stored. Then, based on the reference chart identification information, it is determined whether or not the acquired color chart matches the reference color chart. Then, when it is determined that the acquired color chart matches the reference color chart, based on the reference chart definition information, the position of the color measurement unit with respect to the color chart is set at each position of the plurality of patches. The color is moved relatively, and the color of each of the plurality of patches of the color chart is measured by the color measurement unit. Therefore, the color measurement device and the color measurement method according to the present invention can measure each patch at a more appropriate position even in a color chart in which the positions of all the patches are difficult to recognize automatically.
- FIG. 1 is a perspective view illustrating a schematic configuration of a color measurement device according to an embodiment. It is a schematic side view which shows the arrangement
- 3 is a schematic top view showing an arrangement relationship between an imaging unit and a color measurement unit in the color measurement device.
- FIG. 2 is a block diagram showing an electrical configuration of the color measuring device. It is a figure which shows the color chart of the 1st and 2nd aspect as an example. It is a figure which shows the color chart of the 3rd and 4th aspect as an example. It is a figure which shows the reference chart information table memorize
- FIG. 1 is a perspective view illustrating a schematic configuration of a color measuring device according to an embodiment.
- FIG. 2 is a schematic side view illustrating an arrangement relationship between the imaging unit and the color measurement unit in the color measurement device according to the embodiment.
- FIG. 3 is a schematic top view illustrating an arrangement relationship between the imaging unit and the color measurement unit in the color measurement device according to the embodiment.
- FIG. 4 is a block diagram illustrating an electrical configuration of the color measurement device according to the embodiment.
- FIG. 5 is a diagram showing color charts of the first and second modes as an example.
- FIG. 5A shows the color chart CTa of the first mode
- FIG. 5B shows the color chart CTb of the second mode.
- FIG. 6 is a diagram showing color charts of the third and fourth modes as an example.
- FIG. 6A shows the color chart CTc of the third mode
- FIG. 6B shows the color chart CTd of the fourth mode.
- FIG. 7 is a diagram illustrating a reference chart information table stored in the reference chart information storage
- the color measurement device CM in the present embodiment is a device that measures the color (hue, brightness, saturation) of a measurement object that is a color measurement target.
- a sub-scanning direction moving unit (sheet conveying unit) 2 a color measuring unit 3
- a main scanning direction moving unit 4 an imaging unit 5
- a control processing unit 6 an input unit 7, and an output unit 8
- the reference chart information acquisition unit 9 and the storage unit 10 are provided.
- the sheet feeding unit 1 is a sheet conveyance mechanism that is connected to the control processing unit 6 and takes in the sheet of the object to be measured set in the color measurement device CM into the color measurement device CM according to the control of the control processing unit 6. .
- the sheet of the object to be measured may be an arbitrary sheet.
- the sheet is a color chart CT including a plurality of patches that are areas of a predetermined color on a predetermined sheet.
- the sheet feeding unit 1 includes, for example, a storage unit that stores a sheet of the object to be measured, and a pickup roller that picks up the sheet of the object to be measured stored in the storage unit and takes it into the color measurement device CM.
- a take-in unit configured to include a feed roller configured to include, for example, a transport roller that transports the sheet of the object to be measured captured by the capture unit to the sub-scanning direction moving unit 2.
- the sub-scanning direction moving unit (sheet conveying unit) 2 is connected to the control processing unit 6, and in accordance with the control of the control processing unit 6, the sheet of the measurement object sent from the paper feeding unit 1 is set in advance as the main scanning direction.
- This is a sheet transport mechanism that transports a predetermined amount by a unit transport command (second unit transport command) in the sub-scanning direction (second direction) orthogonal to the first direction.
- the sub-scanning direction moving unit 2 is configured so that it can be conveyed in the forward and reverse directions along the sub-scanning direction.
- the forward feed is, for example, transporting the sheet of the object to be measured from the upstream side (sheet feeding unit 1 side) to the downstream side (discharge side), and the reverse feed is in the direction opposite to the forward feed direction, that is, This is to convey a sheet of the object to be measured from the downstream side to the upstream side.
- the sub-scanning direction moving unit 2 includes, for example, a plurality of sets of sheet conveying roller units and a driving unit that rotationally drives the sheet conveying rollers.
- Each set of sheet conveying roller units includes a driving roller that is driven to rotate by the driving unit and a driven roller that is driven to rotate in accordance with the rotational driving of the driving roller.
- the drive unit includes, for example, a stepping motor (sub-scanning stepping motor).
- the sub-scanning stepping motor receives a single drive pulse (second drive pulse, an example of the second unit transport command), so that a predetermined pulse is input.
- the drive roller is rotated by a predetermined angle (22nd angle) by the rotation of the sub-scanning stepping motor, and the object to be measured is rotated by the rotation of the drive roller.
- This sheet is conveyed (moved) by a predetermined amount along the sub-scanning direction. More specifically, in the example shown in FIG. 2, the sub-scanning direction moving unit 2 includes three sets of first to third sheet conveying roller units 20-1 to 20-3.
- the first to third sheet conveying roller units 20-1 to 20-3 are sequentially arranged from the upstream side to the downstream side along the sub-scanning direction.
- Each of the first to third sheet conveying roller units 20-1 to 20-3 includes first to third driving rollers 21-1 to 21-3 and first to third driven rollers 22-1 to 22-3.
- the first to third drive rollers 21-1 to 21-3 are rotated by first to third stepping motors (not shown) that rotate in synchronization with each other.
- the sheet of the object to be measured sent from the paper feeding unit 1 is sandwiched between a pair of the first driving roller 21-1 and the first driven roller 22-1 in the forward feeding, and the first driving roller 21-1 Is driven to rotate in the forward direction (for example, clockwise) by the driving unit, and is conveyed from the first sheet conveying roller unit 20-1 to the second sheet conveying roller unit 20-2.
- the sheet of the object to be measured conveyed to the second sheet conveying roller unit 20-2 is similarly transferred from the second sheet conveying roller unit 20-2 to the third sheet conveying roller unit 20- by the second sheet conveying roller unit 20-2. 3 is conveyed.
- the sheet of the object to be measured conveyed to the third sheet conveying roller unit 20-3 is similarly conveyed downstream from the third sheet conveying roller unit 20-3 by the third sheet conveying roller unit 20-3.
- the first to third drive rollers 21-1 to 21-3 are rotated in the reverse direction (counterclockwise in the above example) by the drive unit, contrary to the above-described forward feed.
- the sheet of the object to be measured is conveyed from the downstream side to the upstream side.
- the main scanning direction (first direction) is the X direction (horizontal direction)
- the coordinate axis set along the X direction is the X axis
- the sub-scanning direction (second direction) is A Y-axis (vertical direction) is set
- a coordinate axis set along the Y-direction is a Y-axis, and these are used as appropriate.
- the color measuring unit 3 is a device that is connected to the control processing unit 6 and measures the color of the object to be measured in accordance with the control of the control processing unit 6.
- the color measurement unit 3 is, for example, a color measurement sensor that acquires predetermined optical information in the measurement object in order to obtain the color of the measurement object.
- a colorimetric unit 3 includes, for example, a spectroscopic optical element, a photoelectric conversion element, and the like for measuring the reflectance (or transmittance) of each wavelength, and the object color is changed to the reflectance (or transmittance) of each wavelength. ) Based on the spectroscopic colorimeter.
- the colorimetric unit 3 includes an optical filter, a photoelectric conversion element, and the like for measuring RGB tristimulus values, and measures a color of an object based on a color difference of the tristimulus values. It is.
- the color measuring unit 3 measures the white calibration by measuring a so-called white calibration plate (standard white plate) that can reflect the wavelength in the measurement range with a high reflectance (for example, about 90% to about 99%), as indicated by a broken line in FIG. Is done.
- the main scanning direction moving unit 4 is connected to the control processing unit 6, and in accordance with the control of the control processing unit 6, the color measurement unit 3 is moved in the main scanning direction (first direction) by a predetermined unit conveyance command (first unit conveyance command). It is a moving mechanism which moves every predetermined amount.
- the main scanning direction moving unit 4 includes, for example, a guide member that guides the color measuring unit 3, and a feed mechanism such as a rack and pinion (rack and pinion) or a feed screw that is guided by the guide member and moves the color measuring unit 3. And a feed mechanism drive unit such as a stepping motor (main scanning stepping motor) for driving the feed mechanism. For example, as shown in FIG.
- the main scanning direction moving unit 4 is provided in a colorimetric unit 3 and a rack 31 cut into a flat rod extending along the main scanning direction.
- a pinion (not shown) that is rotationally driven by a stepping motor is provided, and the pinion and the rack 31 mesh with each other.
- the main scanning stepping motor receives a single driving pulse (a first driving pulse, an example of the first unit transport command), so that a predetermined driving pulse is input.
- the pinion is also rotated by a predetermined angle (a twelfth angle) by the rotation of the main scanning stepping motor, and the colorimetric unit 3 is rotated by the rotation of the pinion. Then, it is moved along the rack 31 by a predetermined amount in the main scanning direction.
- the imaging unit 5 is an apparatus that is connected to the control processing unit 6 and captures an optical image of an object under the control of the control processing unit 6.
- the imaging unit 5 includes, for example, a line sensor (linear image sensor) in which a plurality of photoelectric conversion elements are arranged along one direction, and as illustrated in FIG. 3, the arrangement direction of the plurality of photoelectric conversion elements.
- the one direction is aligned with the main scanning direction (X direction) so as to extend along the main scanning direction (X direction).
- the image pickup unit 5 is disposed between the first sheet conveyance roller unit 20-1 and the second sheet conveyance roller unit 20-2, and the color measurement unit 3 and the main scanning direction are arranged.
- the moving unit 4 is arranged such that the color measuring unit 3 moves along the main scanning direction between the second sheet conveying roller unit 20-2 and the third sheet conveying roller unit 20-3.
- the imaging unit 5 captures the sheet of the object to be measured for each line along the main scanning direction (X direction) while conveying the sheet of the object to be measured in the sub scanning direction (Y direction) by the sub scanning direction moving unit 2. Thus, an image (image data) of the sheet of the object to be measured is generated.
- the relative position Y between the measurement object sheet and the color measurement unit 3 in the sub-scanning direction can be changed.
- the relative position X between the sheet of the object to be measured and the color measuring unit 3 in the main scanning direction can be changed.
- the color measuring unit 3 can move to an arbitrary position (X, Y) on the sheet of the object to be measured, and can measure the color at the position (X, Y).
- the color measuring unit 3 can move only in the main scanning direction by the main scanning direction moving unit 4 with respect to the sheet of the object to be measured.
- the movement of the sheet to be measured along the sub-scanning direction is executed by the sub-scanning direction moving unit (paper transport unit) 2. Therefore, in the present embodiment, the main scanning direction moving unit 4 and the sub scanning direction moving unit 2 correspond to an example of a moving unit that relatively moves the position of the colorimetric unit with respect to the sheet of the object to be measured.
- the input unit 7 is connected to the control processing unit 6 and, for example, various commands such as a command for instructing colorimetry of the object to be measured, and various types necessary for colorimetry such as input of an identifier in the object to be measured, for example.
- a device that inputs data to the color measurement device CM such as a plurality of input switches assigned with predetermined functions.
- the output unit 8 is connected to the control processing unit 6 and outputs commands and data input from the input unit 7 and the color of the measurement object measured by the color measurement device CM according to the control of the control processing unit 6.
- a display device such as a CRT display, an LCD, and an organic EL display, a printing device such as a printer, and the like.
- a touch panel may be configured from the input unit 7 and the output unit 8.
- the input unit 7 is a position input device that detects and inputs an operation position such as a resistive film method or a capacitance method
- the output unit 8 is a display device.
- a position input device is provided on the display surface of the display device, one or more input content candidates that can be input to the display device are displayed, and the user touches the display position where the input content to be input is displayed. Then, the position is detected by the position input device, and the display content displayed at the detected position is input to the color measurement device CM as the operation input content of the user.
- the color measurement device CM that is easy for the user to handle is provided.
- the storage unit 10 is a circuit that is connected to the control processing unit 6 and stores various predetermined programs and various predetermined data under the control of the control processing unit 6.
- Examples of the various predetermined programs include a color measurement program for measuring the color of the object to be measured, and a position for obtaining each position of each patch in the color chart CT when the object to be measured is the color chart CT.
- a control processing program such as a measurement program is included.
- the various predetermined data includes reference chart identification information and chart definition information.
- the reference color chart is a color chart that includes a plurality of patches that are areas of a predetermined color, which is referred to as a representative example of a color chart having patch position definition information indicating the position of a patch prepared in advance.
- the plurality of patches are randomly (nothing) so that the circumscribed figure (contour figure) of one chart area composed of a plurality of patches is a square. It has a first arrangement pattern arranged in a random color arrangement.
- the chart area is an area where a plurality of patches exist.
- Such a color chart CTa of the first mode is used as one of the reference color charts, and patch position definition information in the color chart CTa of the first mode is created and prepared in advance.
- the color chart CTb of the second mode includes a plurality of patches arranged in a gradation color array so that the circumscribed figure (contour figure) of one chart area is a quadrangle as shown in FIG. 5B.
- the color chart CTb of the second mode shows the width of the chart area along the main scanning direction along one side of the chart area (the upper side of the drawing in the example shown in FIG. 5B) outside the chart area.
- a black bar-shaped width position detection bar, and further on the outside of the chart area along the opposite sides of the chart area in the example shown in FIG.
- the left and right sides of the drawing) 2 has a second arrangement pattern having black rhombus-shaped row position detection markers each indicating the position of each row of the patch. That is, in the second arrangement pattern, each patch is arranged in an inner region surrounded by the width position detection bar and each row position detection marker.
- the color chart CTb of the second mode is used as another reference color chart, and patch position definition information in the color chart CTb of the second mode is created and prepared in advance. Further, for example, as shown in FIG. 6A, the color chart CTc of the third mode is arranged in a gradation color arrangement so that the circumscribed figure (contour figure) of one chart area is a long rectangle on one side. With multiple patches.
- the color chart CTc of the third mode has a third arrangement pattern having an end marker such as a key (L-shaped shape) indicating the end of the chart region at the end of the chart region.
- each patch is arranged in the inner region surrounded by the end markers.
- the color chart CTc of the third aspect is another one of the reference color charts, and patch position definition information in the color chart CTc of the third aspect is created and prepared in advance.
- the color chart CTd of the fourth aspect includes a mixture of an image and a color chart, and the area of this color chart includes, for example, the color chart CTa of the first aspect, Each patch is provided in the first arrangement pattern.
- Such a color chart CTd of the fourth aspect is another one of the reference color charts, and patch position definition information in the color chart CTd of the fourth aspect is created and prepared in advance.
- the reference chart identification information is information for identifying and specifying such a reference color chart, for example, the image of the reference color chart itself, predetermined feature information representing the characteristics of the reference color chart, and the like.
- the feature information is, for example, information obtained by image processing (including image processing in progress) performed on the reference color chart image when the position of each patch is obtained from the reference color chart image as described later. Yes, for example, the edge image of the reference color chart, the outline of the patch, and the color (hue, lightness, saturation) of the patch.
- the reference chart definition information is information describing attribute information about the patch in the reference color chart, such as patch position definition information indicating each position of a plurality of patches prepared in advance and color information of each patch.
- the reference chart definition information includes at least the patch position definition information.
- the reference chart definition information is obtained by performing, on the color chart CT selected as the reference color chart, the patch position measurement information described later (patch position process) for obtaining the patch position measurement information by the color measurement device CM.
- the patch position measurement information thus obtained is automatically generated by using the obtained patch position measurement information as the patch position definition information.
- the position of the patch that has not been recognized by automatic recognition is corrected, for example, manually or by using a predetermined tool, and is incorporated into the patch position definition information.
- the reference chart definition information is generated by manually obtaining the position of each patch from the beginning with respect to the color chart CT selected as the reference color chart and using it as the patch position definition information.
- the storage unit 10 functionally includes a reference chart information storage unit 101 that stores such reference chart identification information and chart definition information.
- the reference chart identification information and the chart definition information are, for example, as shown in FIG. 7, the reference chart information in a table format in which the reference chart identification information and the chart definition information are associated with each other for each reference color chart. It is stored in the storage unit 101.
- the reference chart information table 11 shown in FIG. 7 includes a reference chart identification information field 111 for registering reference chart identification information and a reference chart definition information field 112 for registering reference chart definition information. A record has been created. In the example shown in FIG. 7, there are a plurality of k reference color charts (k is an integer of 2 or more).
- the reference chart identification information field 111 the reference chart identification information itself may be registered, and the file name of the file (reference chart identification information file) storing the reference chart identification information may be registered.
- the reference chart definition information field 112 the reference chart definition information itself may be registered, and the file name of the file (reference chart definition information file) storing the reference chart definition information may be registered.
- Such a storage unit 10 includes, for example, a ROM (Read Only Memory) that is a nonvolatile storage element, an EEPROM (Electrically Erasable Programmable Read Only Memory) that is a rewritable nonvolatile storage element, and the like.
- the storage unit 10 includes a RAM (Random Access Memory) that serves as a working memory of the so-called control processing unit 6 that stores data generated during execution of the predetermined program.
- the reference chart information acquisition unit 9 acquires reference chart identification information and reference chart definition information from the outside.
- the reference chart information acquisition unit 9 is provided in the color measurement device CM in place of the reference chart information storage unit 101 in the storage unit 10 or in addition to the reference chart information storage unit 101.
- the reference chart information acquisition unit 9 is a communication interface circuit that transmits and receives a communication signal to and from an external device via a communication line (network) according to a predetermined communication protocol, for example, a LAN (Local) Area Network) cards and data communication cards.
- a predetermined communication protocol for example, a LAN (Local) Area Network
- Such a reference chart information acquisition unit 9 receives the reference chart identification information and the reference chart definition from the server device or network storage that manages the reference chart identification information and the reference chart definition information via the communication line.
- a communication signal containing information as data is received, the data is extracted from the received communication signal, the extracted data is converted into data in a format that can be processed by the control processing unit 6 and output to the control processing unit 6 To do.
- the reference chart information acquisition unit 9 generates a communication signal containing data to be transferred input from the control processing unit 6 according to a communication protocol used in the communication line, and generates the generated communication signal in the communication It may be transmitted to other external devices (including the server device and network storage) via a line. Further, for example, the reference chart information acquisition unit 9 is an interface circuit that inputs and outputs data to and from an external device that records the reference chart identification information and the reference chart definition information.
- the RS- 232C interface circuit interface circuit using Bluetooth (registered trademark) standard, interface circuit for infrared communication such as IrDA (Infrared Data Association) standard, interface circuit using USB (Universal Serial Bus) standard, etc. .
- the data includes the reference chart identification information and the reference chart definition information.
- the reference chart information acquisition unit 9 reads and writes data to and from a predetermined recording medium such as a flexible disk or a CD-R that records the reference chart identification information and the reference chart definition information.
- Drive device such as a device or a CD-R (Compact Disc Recordable) drive device.
- the control processing unit 6 is a circuit for controlling each unit of the color measurement device CM according to the function of each unit and determining the color of the object to be measured.
- the control processing unit 6 includes, for example, a CPU (Central Processing Unit) and its peripheral circuits.
- the control processing unit 6 includes a control unit 61, an image acquisition processing unit 62, a determination processing unit 63, a patch position processing unit 64, and a color measurement processing unit 65, which are functionally configured by executing a control processing program. .
- the control unit 61 is for controlling each unit of the color measurement device CM according to the function of each unit.
- the image acquisition processing unit 62 acquires an image on a sheet of an object to be measured such as a color chart CT by the imaging unit 5, for example. More specifically, in the present embodiment, since the imaging unit 5 is configured to include a line sensor or the like, the image acquisition processing unit 62, for example, a sheet of an object to be measured such as a color chart CT in the sub-scanning direction. An image of the sheet of the object to be measured is acquired by taking an image with the imaging unit 5 while being conveyed by the moving unit (paper conveying unit) 2.
- the determination processing unit 63 determines whether or not the color chart CT acquired by the image acquisition processing unit 62 matches the reference color chart within a predetermined range based on the reference chart identification information.
- the reference chart identification information may be stored in the reference chart information storage unit 101 or may be acquired from the outside by the reference chart information acquisition unit 9. More specifically, the reference chart identification information is at least one of an image of a reference color chart and feature information of the reference color chart, and the determination processing unit 63 includes the image of the image and the feature information. At least one of the color chart CT acquired by the image acquisition processing unit 92 is predetermined in the reference color chart based on a comparison result obtained by comparing the color chart CT acquired by the image acquisition processing unit 92 and the reference color chart. It is determined whether or not they match within the range.
- the determination processing unit 63 calculates the color chart CT acquired by the image acquisition processing unit 62 and the reference color chart by obtaining at least one correlation value of the image and the feature information. And the color chart acquired by the image acquisition processing unit 62 by determining whether or not the correlation value is within a predetermined range (or more than a predetermined threshold value). It is determined whether CT matches the reference color chart.
- a well-known conventional technique generally used in a similar image search or the like is used.
- the determination processing unit 62 obtains a pixel value difference between the image of the color chart CT and the image of the reference color chart for each pixel position at the same pixel position, and at each of the obtained pixel positions. The sum of the differences is obtained, and the obtained sum is used as the correlation value. In one example, the determination processing unit 62 obtains a difference between the feature information of the color chart CT and the feature information of the reference color chart, and uses this difference as the correlation value.
- the determination processing unit 63 compares the color chart CT acquired by the image acquisition processing unit 62 with at least one of the image and the feature information before the reference color chart.
- the size of at least one of the image and the feature information is adjusted to be the same.
- the determination processing unit 63 adjusts the size by scaling (enlarging or reducing) the one.
- the determination processing unit 63 obtains the size of the color chart CT acquired by the image acquisition processing unit 62 and acquires the image of the color chart CT acquired by the image acquisition processing unit 62 so as to be the size of the reference color chart.
- Scaling In one example, the determination processing unit 63 obtains the size of the color chart CT acquired by the image acquisition processing unit 62, and features the color chart CT acquired by the image acquisition processing unit 62 so as to be the size of the reference color chart. Scaling information.
- the determination processing unit 63 acquires the image before comparing the color chart CT acquired by the image acquisition processing unit 62 with the reference color chart at least one of the image and the feature information.
- the color chart CT and the reference color chart acquired by the processing unit 62 at least one direction of the image and the feature information is adjusted to be the same.
- the determination processing unit 63 adjusts the direction by rotating the one side.
- the determination processing unit 63 obtains the inclination of the color chart CT acquired by the image acquisition processing unit 62, and the color chart CT acquired by the image acquisition processing unit 62 so as to eliminate the inclination of the reference color chart. Rotate the image.
- the patch position processing unit 64 obtains patch position measurement information (that is, patch position) indicating the position of the patch based on the image of the color chart CT acquired by the image acquisition processing unit 62. More specifically, the patch position processing unit 64 performs horizontal processing by binarizing the image of the color chart CT using, for example, an edge filter used for detecting an edge extending in one direction in the image. Binarized horizontal edge image data and binarized vertical edge image data are generated for each of the direction (main scanning direction, X direction) and the vertical direction (sub-scanning direction, Y direction), and the generated binary horizontal edge image The data and the binarized vertical edge image data are further subjected to the Hough transform to detect the horizontal edge line and the vertical edge line in the horizontal direction and the vertical direction, respectively.
- patch position measurement information that is, patch position
- the patch position processing unit 64 performs horizontal processing by binarizing the image of the color chart CT using, for example, an edge filter used for detecting an edge extending in one direction in the image.
- each coordinate value (X, Y) of each intersection is obtained as patch position measurement information.
- a plurality of arrangement patterns of the chart area in the color chart CT are stored in the storage unit 10 in advance, and the patch position processing unit 64 performs image acquisition processing from the plurality of arrangement patterns stored in the storage unit 10 in advance. Determining an arrangement pattern corresponding to the color chart CT acquired by the unit 62, detecting a chart region from the image of the color chart CT acquired by the image acquisition processing unit 62 based on the determined arrangement pattern; and The above-described processes for obtaining patch position measurement information are executed on the detected chart area.
- the color measurement processing unit 65 determines, based on the reference chart definition information, each position of the plurality of patches in the color chart CT.
- the position of the color measurement unit 3 is moved relative to the color chart CT, and the color of each of the plurality of patches in the color chart CT is measured by the color measurement unit 3.
- the color measurement processing unit 65 determines the color chart based on the patch position measurement information obtained by the patch position processing unit 64 when the determination processing unit 63 determines that the color chart CT does not match the reference color chart.
- the positions of the color measurement unit 3 with respect to the color chart are moved relative to the positions of the plurality of patches in the CT by the sub-scanning direction moving unit 2 and the main scanning direction moving unit 4, respectively. Is measured by the colorimetric unit 3.
- FIG. 8 is a flowchart illustrating a schematic operation of the color measurement device according to the embodiment.
- FIG. 9 is a diagram illustrating an example of a processing result obtained by processing an image at a certain position in the Y direction with a difference filter at N difference intervals along the horizontal direction with respect to the color chart illustrated in FIG. 5A.
- FIG. 10 is a diagram illustrating a binarized vertical edge image of a color chart as an example.
- FIG. 11 is a diagram illustrating a part of a vertical edge line of a color chart as an example.
- FIG. 12 is a diagram illustrating a binarized horizontal edge image of a color chart as an example.
- FIG. 10 is a diagram illustrating a binarized vertical edge image of a color chart as an example.
- FIG. 11 is a diagram illustrating a part of a vertical edge line of a color chart as an example.
- FIG. 12 is a diagram illustrating a binarized horizontal edge image of a color chart as an example
- FIG. 13 is a diagram showing a part of a horizontal edge line of a color chart as an example.
- FIG. 14 is a diagram illustrating a part of the position of each patch obtained from the vertical edge line and the horizontal edge line of the color chart as an example.
- a solid line indicates a vertical edge line or a horizontal edge line
- a broken line indicates an intermediate line between vertical edge lines or an intermediate line between horizontal edge lines
- ⁇ indicates the position of each measured patch (measured patch). Position).
- the color measurement device CM generally operates as follows when measuring each patch of the color chart CT.
- the color measurement device CM first, for example, as shown in FIG. Is acquired by the image acquisition processing unit 62 (S1, image acquisition processing step). More specifically, the image acquisition processing unit 62 of the control processing unit 6 sequentially feeds the color chart CT by the sub-scanning direction moving unit 2, and from the one end to the other end of the paper of the color chart CT in the sub-scanning direction (Y direction). ), The color chart CT is imaged by the imaging unit 5 for each line along the main scanning direction (X direction) in synchronization with the conveyance in the sub-scanning direction. To get.
- the color measurement device CM uses at least one of the image and the feature information in the color chart CT and the reference color chart acquired by the image acquisition processing unit 62 by the determination processing unit 63 of the control processing unit 6.
- the directions are adjusted to be the same by rotating (S2, direction adjustment processing step).
- the determination processing unit 63 uses one edge (edge) in the sheet of the color chart CT acquired by the image acquisition processing unit 62 by, for example, image processing for edge detection. By detecting, the angle formed by the horizontal direction (X direction) (or the vertical direction (Y direction)) at the one end (edge), that is, the color chart CT acquired by the image acquisition processing unit 62 is detected.
- the inclination angle of the paper is obtained, and the color chart CT acquired by the image acquisition processing unit 62 is obtained by the image acquisition processing unit 62 based on the obtained inclination angle so as to eliminate the inclination of the color chart CT obtained by the paper.
- the image of the color chart CT is rotated.
- the color measuring device CM determines whether or not there is an image of the reference color chart by the determination processing unit 63 of the control processing unit 6 (S3).
- the reference chart identification information is a reference color chart image
- the reference color chart image is stored in the reference chart information storage unit 101 as the reference chart identification information. Therefore, in this determination, the reference color chart image is It is determined that it exists (Yes), and the process S4 is executed. On the other hand, if it is determined that there is no reference color chart image as a result of this determination (No), step S11 is executed.
- the color measurement device CM uses at least one of the image and the feature information in the color chart CT and the reference color chart acquired by the image acquisition processing unit 62 by the determination processing unit 63 of the control processing unit 6.
- the determination processing unit 63 converts each edge (each edge) of the sheet of the color chart CT acquired by the image acquisition processing unit 62 by, for example, image processing for edge detection.
- the size of the color chart CT acquired by the image acquisition processing unit 62 on the sheet is obtained, and the image of the color chart CT acquired by the image acquisition processing unit 62 is changed so as to be the size of the reference color chart. Double (image size adjustment processing step).
- the determination processing unit 63 performs the scaling based on the size information.
- the determination processing unit 63 performs the scaling at a predetermined scaling factor set in advance, and the image acquisition processing unit 62
- the obtained image after scaling of the color chart CT is compared with the image of the reference color chart, and by searching for the scaling factor having the highest degree of coincidence, the final scaling factor is determined and the scaling factor is determined. Do.
- the colorimetric device CM uses the determination processing unit 63 of the control processing unit 6 to obtain the scaled color chart CT acquired by the image acquisition processing unit 62 and the reference color chart as reference chart identification information.
- S5 image comparison processing step. More specifically, for example, in the present embodiment, for each image of each reference color chart stored in the reference chart information storage unit 101, the determination processing unit 63 uses the image of the color chart CT after the scaling. A difference in pixel value from the image of the reference color chart is obtained for each pixel position at the same pixel position, and the sum of the differences at each obtained pixel position is obtained as a correlation value, so that after the scaling The color chart CT is compared with the reference color chart.
- the color measurement device CM determines whether the color chart CT acquired by the image acquisition processing unit 62 matches the reference color chart within a predetermined range by the determination processing unit 63 of the control processing unit 6. It is determined whether or not (S6, determination processing step). More specifically, for example, in this embodiment, the determination processing unit 63 determines whether the correlation value obtained as the comparison is within a predetermined range (or more than a predetermined threshold value). By determining whether or not, it is determined whether or not the color chart CT acquired by the image acquisition processing unit 62 matches the reference color chart.
- processing S7 is executed, while it is determined that the color chart CT does not match the reference color chart. If (No), the process S15 is executed.
- the color measurement device CM defines a reference chart corresponding to the reference color chart determined by the color measurement processing unit 65 of the control processing unit 6 to match the color chart CT acquired by the image acquisition processing unit 62. Based on the information, the position of the color measurement unit 3 with respect to the color chart CT is moved relative to each position of the plurality of patches in the color chart CT by the sub-scanning direction moving unit 2 and the main scanning direction moving unit 4, The colors of each of the plurality of patches in the color chart CT are measured by the color measurement unit 3 (color measurement process based on patch position definition information).
- the control unit 61 of the control processing unit 6 outputs each measured color of each patch to the output unit 8 for processing.
- the control unit 61 of the control processing unit 6 may output the measured colors of each patch to an external device via the reference chart information acquisition unit 9 as necessary.
- the process S11 is performed as described above.
- the color measurement device CM determines whether or not there is characteristic information of the reference color chart by the determination processing unit 63 of the control processing unit 6.
- the reference chart identification information is the reference color chart feature information
- the reference color chart feature information is stored in the reference chart information storage unit 101 as the reference chart identification information. It is determined that there is feature information (Yes), and the process S12 is executed. On the other hand, as a result of this determination, if it is determined that there is no feature information of the reference color chart (No), processing S15 is executed.
- the color measurement device CM uses at least one of the image and the feature information in the color chart CT and the reference color chart acquired by the image acquisition processing unit 62 by the determination processing unit 63 of the control processing unit 6. Are adjusted so as to be the same by scaling (size adjustment processing step). More specifically, for example, in the present embodiment, the determination processing unit 63 first obtains feature information of the color chart CT acquired by the image acquisition processing unit 62. Next, the determination processing unit 63 detects each end (each end side) of the color chart CT acquired by the image acquisition processing unit 62 by, for example, edge detection image processing or the like, thereby obtaining an image acquisition processing unit. The size of the color chart CT acquired in 62 is obtained.
- the determination processing unit 63 obtains the size of the characteristic information of the obtained color chart CT. Then, the determination processing unit 63 scales the feature information of the color chart CT acquired by the image acquisition processing unit 62 so as to be the size of the reference color chart (feature information size adjustment processing step). If the reference chart definition information includes reference color chart size information, the determination processing unit 63 performs the scaling based on the size information.
- the determination processing unit 63 performs the scaling at a predetermined scaling factor set in advance, and the image acquisition processing unit 62 The feature information after scaling of the acquired color chart CT is compared with the feature information of the reference color chart, and the scaling factor having the highest degree of coincidence is searched for to determine the final scaling factor and the scaling factor I do.
- the colorimetric device CM uses the determination processing unit 63 of the control processing unit 6 as the feature information after scaling in the color chart CT acquired by the image acquisition processing unit 62 and the reference chart identification information. Are compared with the feature information of the reference color chart (S13, feature information comparison processing step). More specifically, for example, in the present embodiment, the determination processing unit 63 uses the feature information of each reference color chart stored in the reference chart information storage unit 101 for features after scaling in the color chart CT. By calculating the difference between the information and the feature information of the reference color chart as a correlation value, the feature information after scaling in the color chart CT and the feature information of the reference color chart are compared.
- the color measurement device CM determines whether the color chart CT acquired by the image acquisition processing unit 62 matches the reference color chart within a predetermined range by the determination processing unit 63 of the control processing unit 6. It is determined whether or not (S14, determination processing step). More specifically, for example, in this embodiment, the determination processing unit 63 determines whether the correlation value obtained as the comparison is within a predetermined range (or more than a predetermined threshold value). By determining whether or not, it is determined whether or not the color chart CT acquired by the image acquisition processing unit 62 matches the reference color chart.
- the color measurement device CM determines the position of the patch based on the image of the color chart CT acquired by the image acquisition processing unit 62 for each of the plurality of patches by the patch position processing unit 64 of the control processing unit 6.
- the obtained patch position measurement information (patch position) is obtained, and the obtained patch position measurement information is stored in the storage unit 10 (patch position processing step).
- the patch position processing unit 64 uses a predetermined edge filter for vertical edge detection based on the entire image of the color chart CT acquired by the image acquisition unit 62.
- a vertical edge along the vertical direction (Y direction) is detected, and a horizontal edge along the horizontal direction (X direction) is detected by using a predetermined edge filter for horizontal edge detection.
- FIG. 9 shows an example of a processing result obtained by processing an image at a certain position in the Y direction with a difference filter at N difference intervals along the X direction with respect to the color chart shown in FIG. 5A.
- the patch position processing unit 64 obtains the absolute value of the vertical edge after the edge filter processing, compares the obtained absolute value with a preset threshold value, and binarizes the absolute value.
- Image data is generated. For example, when the processing result after the edge filter processing is binarized with respect to the image of the color chart CTa illustrated in FIG. 5A, for example, image data of a binarized vertical edge image illustrated in FIG. 10 is generated.
- the patch position processing unit 64 obtains the absolute value of the horizontal edge after the edge filter processing, compares the obtained absolute value with a preset threshold value, and binarizes the absolute value. Image data is generated.
- the patch position processing unit 64 performs Hough transform on each of the binarized vertical edge image data and the binarized horizontal edge image data of the color chart CT, and detects each of the vertical edge line and the horizontal edge line. For example, when the image data of the binarized vertical edge of the color chart CTa shown in FIG. 10 is subjected to the Hough transform, for example, the vertical edge line shown in FIG. 11 is detected.
- the patch position processing unit 64 obtains vertical intermediate lines that are intermediate lines between adjacent vertical edge lines in each of the plurality of vertical edge lines, and similarly, the horizontal edge lines adjacent to each other in each of the plurality of horizontal edge lines.
- a horizontal intermediate line that is an intermediate line between the edge lines is obtained, and the intersections of the obtained vertical intermediate lines and the horizontal intermediate lines are obtained as the positions (X, Y) of the patches.
- the vertical intermediate line is obtained based on the vertical edge line obtained for the color chart CTa shown in FIG. 5A
- the vertical intermediate line shown by the broken line in FIG. 14 is obtained, and the horizontal intermediate line is obtained based on the horizontal edge line.
- each position (X, Y) of each patch is patch position measurement information in this embodiment.
- the vertical edge or horizontal edge after edge filtering, the binarized vertical edge or binarized horizontal edge obtained after edge filtering, and the Hough transform obtained in the above-described processing for obtaining the position of the patch Vertical edge lines, horizontal edge lines, and the like are examples of the above-described feature information.
- requires the above-mentioned patch position measurement information may be performed.
- an arrangement pattern corresponding to the color chart CT acquired by the image acquisition processing unit 62 is determined from the plurality of arrangement patterns stored in advance in the storage unit 10, and this determination is performed. Based on the arrangement pattern, a chart region is detected from the image of the color chart CT acquired by the image acquisition processing unit 62. Alternatively, the chart area may be designated from the input unit 7 by the user.
- the color measurement device CM uses the color measurement processing unit 65 of the control processing unit 6 to determine the plurality of patches in the color chart CT based on the patch position measurement information obtained by the patch position processing unit 64.
- the position of the color measurement unit 3 with respect to the color chart is moved relative to each position by the sub-scanning direction moving unit 2 and the main scanning direction moving unit 4, and the color of each of the plurality of patches in the color chart CT is measured. 3 (color measurement step based on patch position measurement information), and then the above-described processing S8 is executed.
- the determination process for determining whether or not the color chart CT acquired by the image acquisition processing unit matches the reference color chart is performed by comparing the images with each other or their feature information. Although it implemented by comparing each other, you may implement by comparing those images and feature information. For example, based on the comparison result between the images and the comparison result between the feature information, it is determined whether or not the color chart CT acquired by the image acquisition processing unit matches the reference color chart. In the comparison, it is determined that they match, and when it is determined that they match in the comparison between the feature information, it is determined that the color chart CT acquired by the image acquisition processing unit matches the reference color chart. .
- each direction in the color chart and the reference color chart is adjusted by rotating the image of the color chart CT acquired by the image acquisition processing unit, but the image of the reference color chart is rotated.
- each direction in the color chart and the reference color chart may be adjusted.
- each direction in the color chart and the reference color chart may be adjusted by rotating the feature information of the color chart or by rotating the feature information of the reference color chart.
- each size in the color chart and the reference color chart is adjusted by scaling the image of the color chart CT acquired by the image acquisition processing unit, but the image of the reference color chart is changed. By doubling, each size in the color chart and the reference color chart may be adjusted. In the above description, each size in the color chart and the reference color chart is adjusted by scaling the characteristic information of the color chart CT acquired by the image acquisition processing unit. Each size in the color chart and the reference color chart may be adjusted by scaling.
- the color chart CT acquired by the image acquisition processing unit can maintain the state at the time of acquisition, and in that state, color measurement can be performed in the processing S7 and processing S16. .
- the reference chart identification information and the reference chart definition information in the reference color chart are prepared in advance and acquired by the image acquisition processing unit 62.
- the color measurement unit 3 for the color chart CT is provided at each position of the plurality of patches in the color chart CT based on the reference chart definition information. Are moved relative to each other by the moving unit, and the colors of the plurality of patches in the color chart CT are measured by the color measuring unit 3. Therefore, even in the color chart CT where it is difficult to automatically recognize the positions of all the patches, the chart definition information is generated by performing automatic recognition and correction once, or the chart definition information is manually generated from the beginning.
- the color measurement device CM in this embodiment and the color measurement method implemented therein automatically position all the patches. It is possible to measure the color of each patch at a more appropriate position in the color chart CT that is difficult to recognize and the color chart CT of substantially the same type (substantially the same type).
- the color measurement device CM and the color measurement method implemented in this embodiment directly compare images when there is a reference color chart image as reference chart identification information, so that the color chart CT is the reference color. Whether or not it matches the chart can be determined with high accuracy.
- the feature information data amount is generally smaller than the image data amount when the reference color chart feature information is included as the reference chart identification information. Therefore, the storage capacity of the reference chart information storage unit 101 can be reduced, and the information processing amount of the comparison processing for comparing the color chart CT and the reference color chart in the determination processing unit 63 can also be reduced.
- the comparison is made using the image and the feature information. It can be determined with higher accuracy whether or not the color chart CT matches the reference color chart.
- the color measurement device CM and the color measurement method implemented in this embodiment adjust the sizes of the color chart CT acquired by the image acquisition processing unit 62 and the reference color chart before comparing them. Even when the size of the color chart CT and the size of the reference color chart are different from each other, the color chart CT and the reference color chart can be compared, and whether or not the color chart CT matches the reference color chart Can be determined with higher accuracy. Further, when the color chart CT is created by printing electronic data on a sheet with a printing device, the size may deviate from a specified value due to the characteristics of the printing device. The reference color chart can be compared, and whether or not the color chart CT matches the reference color chart can be determined with higher accuracy.
- the color measurement device CM and the color measurement method implemented therein adjust the direction of the color chart CT acquired by the image acquisition processing unit 62 and the reference color chart before comparing them with each other. Even if the direction of the color chart CT and the direction of the reference color chart are different from each other, the color chart CT and the reference color chart can be compared, and whether or not the color chart CT matches the reference color chart Can be determined with higher accuracy. Further, when the image acquisition unit processing unit 62 acquires an image of the color chart CT, the sheet is inclined when the color chart CT is set in the sheet feeding unit 1 or the sheet is inclined from the Y direction during conveyance. Even in such a case, the color chart CT can be compared with the reference color chart, and it can be more accurately determined whether or not the color chart CT matches the reference color chart. .
- the color measurement device CM and the color measurement method implemented in the color measurement device CM according to the present embodiment further includes a patch position processing unit 64. Therefore, even in a color chart CT not prepared as a reference color chart, each patch is appropriately positioned. You can measure the color.
- the reference chart information acquisition unit 9 externally transmits the reference chart identification information and the reference chart definition information. Therefore, the reference chart information storage unit 101 can be omitted, or the storage capacity can be reduced. Further, even after the color measurement device CM is released, the manufacturer can provide the reference chart identification information and the reference chart definition information to the user via, for example, a storage medium or a network.
- the color measurement device CM includes the imaging unit 5 configured to include a line sensor or the like in which a plurality of photoelectric conversion elements are arranged along one direction.
- An imaging unit including an area sensor (two-dimensional image sensor) in which a plurality of photoelectric conversion elements are two-dimensionally arranged in two linearly independent directions (for example, two directions orthogonal to each other) may be provided.
- the imaging unit configured with such an area sensor or the like can capture the entire image of the color chart CT without transporting the color chart CT as described above.
- the movement of the position of the color measurement unit 3 relative to the sheet of the object to be measured is realized by the movement of the color measurement unit 3 by the main scanning direction moving unit 4 along the main scanning direction. This is realized by moving the sheet of the object to be measured along the direction by the sub-scanning direction moving unit 2, but is not limited to this.
- the moving unit that moves the position of the color measurement unit 3 relative to the sheet of the object to be measured is, for example, in the main scanning direction and the sub-scanning direction with respect to the sheet of the object to be measured placed on the stage in a stationary state. It may be a moving mechanism that moves the color measuring unit 3 in two directions.
- a sheet of the object to be measured is placed on the fixed color measuring unit 3 in two directions of the main scanning direction and the sub-scanning direction. It may be an XY stage that moves to.
- the moving unit may be configured to move the color measuring unit 3 in one of the main scanning direction and the sub-scanning direction and move the stage in the other direction.
- the imaging unit including the above-described area sensor or the like is preferable.
- a color measurement device includes a color measurement unit that measures a color, an imaging unit that acquires an image, a moving unit that relatively moves the position of the color measurement unit with respect to a sheet of an object to be measured, and a predetermined unit Reference chart including at least reference chart identification information for identifying and specifying a reference color chart having a plurality of patches which are color areas, and patch position definition information representing each position of the plurality of patches in the reference color chart
- a reference chart information storage unit that stores definition information, an image acquisition processing unit that acquires an image of a color chart including a plurality of patches that are regions of a predetermined color by the imaging unit, and the reference chart identification information based on the reference chart identification information
- a determination processing unit that determines whether the color chart acquired by the image acquisition processing unit matches the reference color chart; and the determination processing When it is determined that the color chart matches the reference color chart, the position of the colorimetric unit relative to the color chart is set to each position of the plurality of patches based on the reference chart definition information.
- reference chart identification information and reference chart definition information in a reference color chart are prepared in advance, and when it is determined that the color chart acquired by the image acquisition processing unit matches the reference color chart, Based on the reference chart definition information, the position of the color measurement unit with respect to the color chart is moved relative to the position of the plurality of patches in the color chart by a moving unit, and the color of each of the plurality of patches is measured by the measurement unit. Measured by color part. Therefore, even for color charts where it is difficult to automatically recognize the positions of all the patches, the chart definition information is generated by performing automatic recognition and correction once, or the chart definition information is generated manually from the beginning, and these color charts are generated.
- the colorimetric device By setting the chart and the chart definition information to the reference color chart and the reference chart definition information, the colorimetric device is difficult to automatically recognize the positions of all the patches, and the color chart and its similar (substantially the same type). ), The color of each patch can be measured at a more appropriate position.
- the reference chart identification information is at least one of an image of the reference color chart and predetermined feature information representing a characteristic of the reference color chart
- the determination process The image acquisition processing unit uses the image acquisition processing unit based on a comparison result of comparing the color chart acquired by the image acquisition processing unit and the reference color chart using at least one of the image and the feature information. It is determined whether or not the acquired color chart matches the reference color chart.
- the feature information is image processing (including image processing in progress) performed on the image of the reference color chart when obtaining the position of each patch from the image of the reference color chart.
- the determination processing unit obtains the correlation value of at least one of the image and the feature information, thereby obtaining the color chart acquired by the image acquisition processing unit and the color chart.
- the image is acquired by the image acquisition processing unit by comparing with a reference color chart and determining whether the correlation value is within a predetermined range (or more than a predetermined threshold value). It is determined whether or not the color chart matches the reference color chart.
- the determination processing unit obtains a pixel value difference between the image of the color chart and the image of the reference color chart for each pixel position between the same pixel positions, and obtains them. The sum of the differences at each pixel position is obtained, and the obtained sum is used as the correlation value.
- the determination processing unit obtains a difference between the feature information of the color chart and the feature information of the reference color chart, and uses the difference as the correlation value.
- Such a colorimetric device directly compares images when comparing the image of the reference color chart with the image of the color chart, so whether or not the color chart matches the reference color chart, It can be judged with high accuracy.
- the colorimetric device compares the feature information of the reference color chart and the feature information of the color chart, since the data amount of the feature information is generally smaller than the data amount of the image, the storage capacity of the reference chart information storage unit And the amount of information processing in the comparison processing for comparing the color chart and the reference color chart in the determination processing unit can be reduced.
- the color measurement device compares the image of the reference color chart and the feature information thereof with the image of the color chart and the feature information using the image and the feature information. Whether or not it matches the chart can be determined with higher accuracy.
- the determination processing unit uses the color chart acquired by the image acquisition processing unit and the reference color chart using at least one of the image and the feature information. Are compared with each other in the color chart and the reference color chart acquired by the image acquisition processing unit so that at least one of the image and the feature information is the same.
- the determination processing unit adjusts the size by scaling (enlarging or reducing) the one.
- Such a colorimetric apparatus adjusts the size of the color chart and the reference color chart even when the size of the color chart and the size of the reference color chart are different from each other. Whether or not the chart matches the reference color chart can be determined with higher accuracy.
- the determination processing unit uses the color chart acquired by the image acquisition processing unit and the reference color using at least one of the image and the feature information. Before comparing with the chart, at least one direction of the image and the feature information in the color chart and the reference color chart acquired by the image acquisition processing unit is adjusted to be the same. .
- the determination processing unit adjusts the direction by rotating the one side.
- Such a colorimetric apparatus adjusts the direction of the color chart and the direction of the reference color chart even when they are different from each other, so that the color chart and the reference color chart can be compared, and the color chart Whether or not the chart matches the reference color chart can be determined with higher accuracy.
- the above-described colorimetric device further includes a patch position processing unit that obtains patch position measurement information representing the position of the patch based on the image of the color chart acquired by the image acquisition processing unit.
- the color measurement processing unit based on the patch position measurement information obtained by the patch position processing unit when the determination processing unit determines that the color chart does not match the reference color chart, The position of the color measurement unit with respect to the color chart is moved relative to the position of the color chart by the moving unit, and the color of each of the plurality of patches is measured by the color measurement unit.
- each patch can be colorimetrically measured at an appropriate position even with a type of color chart not prepared as a reference color chart.
- the reference chart identification information and the reference chart definition information are externally provided instead of the reference chart information storage unit or in addition to the reference chart information storage unit.
- a reference chart information acquisition unit is provided.
- the reference chart information acquisition unit is a communication interface circuit that transmits and receives communication signals to and from an external device via a communication line (network).
- the reference chart information acquisition unit is an interface circuit for inputting / outputting data to / from an external device.
- the reference chart information acquisition unit is a drive device that reads / writes data from / to a predetermined recording medium.
- the reference chart information acquisition unit can acquire the reference chart identification information and the reference chart definition information from the outside, so that the reference chart information storage unit can be omitted or the storage capacity thereof can be reduced. Even after the color measurement device is released, the manufacturer can provide the reference chart identification information and the reference chart definition information to the user via, for example, a storage medium or a network.
- the color measurement method includes a color measurement unit that measures a color, an imaging unit that acquires an image, and a moving unit that relatively moves the position of the color measurement unit with respect to a sheet of an object to be measured.
- a reference chart identification information for identifying and specifying a reference color chart including a plurality of patches that are regions of a predetermined color, and a control processing unit that controls the colorimetric unit, the imaging unit, and the moving unit, and
- a reference chart information storage unit for storing reference chart definition information including at least patch position definition information representing each position of the plurality of patches in the reference color chart,
- the position of the color measurement unit with respect to the color chart is set to each position of the plurality of patches.
- a color measurement processing step of measuring the color of each of the plurality of patches by the color measurement unit is performed.
- the color measurement method includes a color measurement unit that measures a color, an imaging unit that acquires an image, and a moving unit that relatively moves the position of the color measurement unit with respect to the sheet of the object to be measured.
- a reference chart identification information for identifying and specifying a reference color chart including a plurality of patches that are regions of a predetermined color, and a control processing unit that controls the colorimetric unit, the imaging unit, and the moving unit, and And a reference chart information acquisition unit that externally acquires reference chart definition information including at least patch position definition information representing each position of the plurality of patches in the reference color chart.
- a determination processing step for determining whether or not the color chart matches the reference color chart, and the reference chart information acquisition unit when it is determined in the determination processing step that the color chart matches the reference color chart The position of the colorimetric unit relative to the color chart is moved relative to each position of the plurality of patches by the moving unit based on the reference chart definition information acquired by And a color measurement processing step for measuring the color by the color measurement unit.
- reference chart identification information and reference chart definition information in a reference color chart are prepared in advance, and when it is determined that the color chart acquired by the image acquisition processing step matches the reference color chart, Based on the reference chart definition information, the position of the color measurement unit with respect to the color chart is moved relative to the position of the plurality of patches in the color chart by a moving unit, and the color of each of the plurality of patches is measured by the measurement unit. Measured by color part. Therefore, even for color charts where it is difficult to automatically recognize the positions of all the patches, the chart definition information is generated by performing automatic recognition and correction once, or the chart definition information is generated manually from the beginning, and these color charts are generated. By setting the chart and the chart definition information to the reference color chart and the reference chart definition information, the color measurement method described above is difficult to automatically recognize the positions of all the patches in the color chart and its substantially similar color chart. , Each patch can be measured at a more appropriate position.
- a color measuring device and a color measuring method can be provided.
Landscapes
- Physics & Mathematics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- General Physics & Mathematics (AREA)
- Spectrometry And Color Measurement (AREA)
- Color Image Communication Systems (AREA)
- Facsimile Image Signal Circuits (AREA)
Abstract
Description
Claims (8)
- 色を測定する測色部と、
画像を取得する撮像部と、
被測定物のシートに対する前記測色部の位置を相対的に移動させる移動部と、
所定の色の領域であるパッチを複数備える参照カラーチャートを識別して特定するための参照チャート識別情報、および、前記参照カラーチャートにおける前記複数のパッチの各位置を表すパッチ位置定義情報を少なくとも含む参照チャート定義情報、を記憶する参照チャート情報記憶部と、
所定の色の領域であるパッチを複数備えるカラーチャートの画像を前記撮像部によって取得する画像取得処理部と、
前記参照チャート識別情報に基づいて前記画像取得処理部で取得した前記カラーチャートが前記参照カラーチャートに一致するか否かを判定する判定処理部と、
前記判定処理部で前記カラーチャートが前記参照カラーチャートに一致すると判定された場合に、前記参照チャート定義情報に基づいて、前記複数のパッチの各位置に、前記カラーチャートに対する前記測色部の位置を前記移動部によって相対的に移動させ、前記複数のパッチそれぞれの色を前記測色部によって測定する色測定処理部とを備える、
測色装置。 - 前記参照チャート識別情報は、前記参照カラーチャートの画像および前記参照カラーチャートの特徴を表す所定の特徴情報のうちの少なくとも一方であり、
前記判定処理部は、前記画像および前記特徴情報のうちの少なくとも一方を用いて、前記画像取得処理部で取得した前記カラーチャートと前記参照カラーチャートとを比較した比較結果に基づいて、前記画像取得処理部で取得した前記カラーチャートが前記参照カラーチャートに一致するか否かを判定する、
請求項1に記載の測色装置。 - 前記判定処理部は、前記画像および前記特徴情報のうちの少なくとも一方を用いて、前記画像取得処理部で取得した前記カラーチャートと前記参照カラーチャートとを比較する前に、前記画像取得処理部で取得した前記カラーチャートおよび前記参照カラーチャートにおける、前記画像および前記特徴情報のうちの少なくとも前記一方のサイズを、互いに同一となるように調整する、
請求項2に記載の測色装置。 - 前記判定処理部は、前記画像および前記特徴情報のうちの少なくとも一方を用いて、前記画像取得処理部で取得した前記カラーチャートと前記参照カラーチャートとを比較する前に、前記画像取得処理部で取得した前記カラーチャートおよび前記参照カラーチャートにおける、前記画像および前記特徴情報のうちの少なくとも前記一方の方向を、互いに同一となるように調整する、
請求項2または請求項3に記載の測色装置。 - 前記画像取得処理部で取得した前記カラーチャートの画像に基づいて、前記パッチの位置を表すパッチ位置測定情報を求めるパッチ位置処理部をさらに備え、
前記色測定処理部は、前記判定処理部で前記カラーチャートが前記参照カラーチャートに一致しないと判定された場合に、前記パッチ位置処理部で求めた前記パッチ位置測定情報に基づいて、前記複数のパッチの各位置に、前記カラーチャートに対する前記測色部の位置を前記移動部によって相対的に移動させ、前記複数のパッチそれぞれの色を前記測色部によって測定する、
請求項1ないし請求項4のいずれか1項に記載の測色装置。 - 前記参照チャート情報記憶部に代え、または、前記参照チャート情報記憶部に追加して、前記参照チャート識別情報および前記参照チャート定義情報を外部から取得する参照チャート情報取得部を備える、
請求項1ないし請求項5のいずれか1項に記載の測色装置。 - 色を測定する測色部と、画像を取得する撮像部と、被測定物のシートに対する前記測色部の位置を相対的に移動させる移動部と、前記測色部、前記撮像部および前記移動部を制御する制御処理部と、所定の色の領域であるパッチを複数備える参照カラーチャートを識別して特定するための参照チャート識別情報、および、前記参照カラーチャートにおける前記複数のパッチの各位置を表すパッチ位置定義情報を少なくとも含む参照チャート定義情報、を記憶する参照チャート情報記憶部と、を備える測色装置の測色方法であって、
所定の色の領域であるパッチを複数備えるカラーチャートの画像を前記撮像部によって取得する画像取得処理工程と、
前記参照チャート情報記憶部に記憶された前記参照チャート識別情報に基づいて前記画像取得処理工程で取得した前記カラーチャートが前記参照カラーチャートに一致するか否かを判定する判定処理工程と、
前記判定処理工程で前記カラーチャートが前記参照カラーチャートに一致すると判定された場合に、前記参照チャート情報記憶部に記憶された前記参照チャート定義情報に基づいて、前記複数のパッチの各位置に、前記カラーチャートに対する前記測色部の位置を前記移動部によって相対的に移動させ、前記複数のパッチそれぞれの色を前記測色部によって測定する色測定処理工程とを備える、
測色方法。 - 色を測定する測色部と、画像を取得する撮像部と、被測定物のシートに対する前記測色部の位置を相対的に移動させる移動部と、前記測色部、前記撮像部および前記移動部を制御する制御処理部と、所定の色の領域であるパッチを複数備える参照カラーチャートを識別して特定するための参照チャート識別情報、および、前記参照カラーチャートにおける前記複数のパッチの各位置を表すパッチ位置定義情報を少なくとも含む参照チャート定義情報、を外部から取得する参照チャート情報取得部と、を備える測色装置の測色方法であって、
前記参照チャート識別情報および前記参照チャート定義情報を前記参照チャート情報取得部によって外部から取得する参照チャート情報取得工程と、
所定の色の領域であるパッチを複数備えるカラーチャートの画像を前記撮像部によって取得する画像取得処理工程と、
前記参照チャート情報取得部によって取得された前記参照チャート識別情報に基づいて前記画像取得処理工程で取得した前記カラーチャートが前記参照カラーチャートに一致するか否かを判定する判定処理工程と、
前記判定処理工程で前記カラーチャートが前記参照カラーチャートに一致すると判定された場合に、前記参照チャート情報取得部によって取得された前記参照チャート定義情報に基づいて、前記複数のパッチの各位置に、前記カラーチャートに対する前記測色部の位置を前記移動部によって相対的に移動させ、前記複数のパッチそれぞれの色を前記測色部によって測定する色測定処理工程とを備える、
測色方法。
Priority Applications (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2017509944A JP6669163B2 (ja) | 2015-04-01 | 2016-03-28 | 測色装置および測色方法 |
US15/558,450 US10578491B2 (en) | 2015-04-01 | 2016-03-28 | Colorimetry device and colorimetry method |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2015075144 | 2015-04-01 | ||
JP2015-075144 | 2015-04-01 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2016158812A1 true WO2016158812A1 (ja) | 2016-10-06 |
Family
ID=57005103
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/JP2016/059791 WO2016158812A1 (ja) | 2015-04-01 | 2016-03-28 | 測色装置および測色方法 |
Country Status (3)
Country | Link |
---|---|
US (1) | US10578491B2 (ja) |
JP (1) | JP6669163B2 (ja) |
WO (1) | WO2016158812A1 (ja) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2019100864A (ja) * | 2017-12-04 | 2019-06-24 | コニカミノルタ株式会社 | 測色値検知システムおよび測色値検知方法 |
WO2023238777A1 (ja) * | 2022-06-08 | 2023-12-14 | 富士フイルム株式会社 | 情報処理装置、情報処理方法及び情報処理プログラム |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP6558435B2 (ja) * | 2015-03-26 | 2019-08-14 | コニカミノルタ株式会社 | 測色装置および測色方法 |
US10578491B2 (en) * | 2015-04-01 | 2020-03-03 | Konica Minolta, Inc. | Colorimetry device and colorimetry method |
JP7229782B2 (ja) * | 2019-01-09 | 2023-02-28 | キヤノン株式会社 | 測定装置及び画像形成システム |
KR20220008766A (ko) * | 2020-07-14 | 2022-01-21 | 캐논 가부시끼가이샤 | 화상 처리 장치, 제어 방법, 및 저장 매체 |
CN111833340B (zh) * | 2020-07-21 | 2024-03-26 | 阿波罗智能技术(北京)有限公司 | 图像检测方法、装置、电子设备及存储介质 |
JP2022127868A (ja) * | 2021-02-22 | 2022-09-01 | セイコーエプソン株式会社 | 測色システム及びプログラム |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0670345A (ja) * | 1992-08-21 | 1994-03-11 | Matsushita Electric Ind Co Ltd | カラーチャート認識装置と画像データ判定装置と光源色度推定装置と光源推定装置 |
JP2000253262A (ja) * | 1999-02-25 | 2000-09-14 | Sharp Corp | 色情報測定システム |
JP2009060221A (ja) * | 2007-08-30 | 2009-03-19 | Canon It Solutions Inc | 情報処理装置、情報処理方法、及びプログラム |
WO2013145295A1 (ja) * | 2012-03-30 | 2013-10-03 | 富士通株式会社 | カラーチャート検出装置、カラーチャート検出方法及びカラーチャート検出用コンピュータプログラム |
Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2001045516A (ja) * | 1999-08-03 | 2001-02-16 | Olympus Optical Co Ltd | 色再現システム |
EP1703717A3 (de) * | 2000-08-11 | 2008-07-30 | GretagMacbeth AG | Verfahren und Vorrichtung zur farbmetrischen Ausmessung einer zweidimensionalen Vorlage |
US8634640B2 (en) * | 2010-10-21 | 2014-01-21 | Hewlett-Packard Development Company, L.P. | Method and apparatus for selecting a color palette |
JP5958099B2 (ja) * | 2011-07-29 | 2016-07-27 | 株式会社リコー | 測色装置、画像形成装置およびプログラム |
EP3141879B1 (en) * | 2014-04-28 | 2019-07-03 | Konica Minolta, Inc. | Color measurement device and color measurement method |
US9681012B2 (en) * | 2014-05-07 | 2017-06-13 | Konica Minolta, Inc. | Colour measurement device and colour measurement method |
US10254168B2 (en) * | 2014-11-14 | 2019-04-09 | Konica Minolta, Inc. | Colorimeter device and colorimetery method |
WO2016076165A1 (ja) * | 2014-11-14 | 2016-05-19 | コニカミノルタ株式会社 | 測色装置および測色方法 |
JP6510659B2 (ja) * | 2015-01-30 | 2019-05-08 | ヒューレット−パッカード デベロップメント カンパニー エル.ピー.Hewlett‐Packard Development Company, L.P. | 色の較正 |
JP6558435B2 (ja) * | 2015-03-26 | 2019-08-14 | コニカミノルタ株式会社 | 測色装置および測色方法 |
US10578491B2 (en) * | 2015-04-01 | 2020-03-03 | Konica Minolta, Inc. | Colorimetry device and colorimetry method |
WO2016163266A1 (ja) * | 2015-04-06 | 2016-10-13 | コニカミノルタ株式会社 | 測色装置および測色方法 |
-
2016
- 2016-03-28 US US15/558,450 patent/US10578491B2/en active Active
- 2016-03-28 JP JP2017509944A patent/JP6669163B2/ja active Active
- 2016-03-28 WO PCT/JP2016/059791 patent/WO2016158812A1/ja active Application Filing
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0670345A (ja) * | 1992-08-21 | 1994-03-11 | Matsushita Electric Ind Co Ltd | カラーチャート認識装置と画像データ判定装置と光源色度推定装置と光源推定装置 |
JP2000253262A (ja) * | 1999-02-25 | 2000-09-14 | Sharp Corp | 色情報測定システム |
JP2009060221A (ja) * | 2007-08-30 | 2009-03-19 | Canon It Solutions Inc | 情報処理装置、情報処理方法、及びプログラム |
WO2013145295A1 (ja) * | 2012-03-30 | 2013-10-03 | 富士通株式会社 | カラーチャート検出装置、カラーチャート検出方法及びカラーチャート検出用コンピュータプログラム |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2019100864A (ja) * | 2017-12-04 | 2019-06-24 | コニカミノルタ株式会社 | 測色値検知システムおよび測色値検知方法 |
WO2023238777A1 (ja) * | 2022-06-08 | 2023-12-14 | 富士フイルム株式会社 | 情報処理装置、情報処理方法及び情報処理プログラム |
Also Published As
Publication number | Publication date |
---|---|
JP6669163B2 (ja) | 2020-03-18 |
US10578491B2 (en) | 2020-03-03 |
JPWO2016158812A1 (ja) | 2018-01-25 |
US20180052052A1 (en) | 2018-02-22 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
WO2016158812A1 (ja) | 測色装置および測色方法 | |
JP6669165B2 (ja) | 測色装置および測色方法 | |
JP6610556B2 (ja) | 測色装置および測色方法 | |
JP6558435B2 (ja) | 測色装置および測色方法 | |
JP6597632B2 (ja) | 測色装置および測色方法 | |
JP6508198B2 (ja) | 測色装置および測色方法 | |
CN104062301A (zh) | 图像检查系统和图像检查装置 | |
JP6551402B2 (ja) | 測色装置および測色方法 | |
JP6520931B2 (ja) | 測色装置および測色方法 | |
US20160219168A1 (en) | Electronic apparatus and program | |
WO2017010468A1 (ja) | カラーチャート作成装置、該方法および該プログラムならびにカラーチャート | |
WO2015170604A1 (ja) | 測色装置および測色方法 | |
WO2015166798A1 (ja) | 測色装置および測色方法 | |
US20160044198A1 (en) | Method of scanning document and image forming apparatus for performing the same | |
JP2004005022A (ja) | 投票用紙分類装置の状態確認方法および装置 | |
JP2018140524A (ja) | 印字位置調整方法、印字位置調整装置 | |
JPH07296108A (ja) | 文字認識方法及び文字認識装置 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 16772693 Country of ref document: EP Kind code of ref document: A1 |
|
ENP | Entry into the national phase |
Ref document number: 2017509944 Country of ref document: JP Kind code of ref document: A |
|
WWE | Wipo information: entry into national phase |
Ref document number: 15558450 Country of ref document: US |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 16772693 Country of ref document: EP Kind code of ref document: A1 |