JP5088005B2 - Tire inspection method and apparatus - Google Patents

Description

  The present invention relates to a tire inspection method and apparatus for nondestructively inspecting the state of a carcass cord of a tire having a metal carcass cord, such as a truck tire or a bus tire.

  In general, as an inspection method for this type of tire, an X-ray is emitted from the inner peripheral surface side of the tire toward the tire, and the image pickup device is disposed on the outer peripheral surface side of the tire while rotating the tire in the circumferential direction. In addition to taking a transmitted X-ray image that has passed through the tire, the image is displayed on a display device, and the inspector visually determines the state of the carcass cord displayed by the display device. ing.

In addition, as another tire inspection method, a transmission X-ray image is captured by the imaging device as described above, and the reference data stored in advance is compared with the captured image, and the reference data is captured. An apparatus that determines the state of a belt cord based on a difference from an image is known (for example, see Patent Document 1).
Japanese Patent Laid-Open No. 9-15172

  By the way, in the former inspection method, since the inspector visually determines the state of the carcass cord, etc., it is difficult to improve the determination accuracy and it is difficult to shorten the time required for the inspection. there were.

  In the latter inspection method, reference data stored in advance and a captured image are compared, and a belt code state or the like is determined based on a difference between the reference data and the captured image. Since the reference data is created by imaging a plurality of tires and averaging each image, for example, it is impossible to make a detailed determination such as the presence or absence of an axrose cord where carcass cords cross each other There was a point.

  Further, since it is necessary to create and store the reference data for each tire type, there is a problem that the time required for the inspection is increased by the amount of creation of the reference data.

  The present invention has been made in view of the above-described problems, and the object of the present invention is to provide a tire that can accurately determine the presence or absence of an axrose cord and can reduce the time required for inspection. It is to provide an inspection method and an apparatus therefor.

  In order to achieve the above object, the present invention irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire, and transmits the tire by an imaging device disposed on the outer peripheral surface side of the tire. In a tire inspection method for inspecting whether an axrose cord in which carcass cords intersect each other is generated in a tire that has captured the transmitted electromagnetic wave image, the carcass cord is obtained from the image captured by the imaging device. An extraction step for extracting an imaged area, a binarization step for binarizing the extracted image extracted by the extraction step, and all carcasses appearing in the image binarized by the binarization step In addition to adding the area of the code image, the area is divided by the number of carcass code images existing apart from each other in the image. An average value calculating step for calculating an average value of the area of each carcass code image; a detecting step for detecting a carcass code image having an area of a predetermined magnification or more with respect to the average value calculated by the average value calculating step; And a determination step of determining that an axrose cord is generated in the tire that has captured the transmitted electromagnetic wave image when there are four or more branches in the carcass code image detected in the detection step.

  The present invention also provides an irradiation device that irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire, and a transmitted electromagnetic wave image that is disposed on the outer peripheral surface side of the tire and transmits through the tire. In a tire inspection apparatus for inspecting whether an axrose cord in which carcass cords cross each other is generated in a tire that has captured a transmission electromagnetic wave image, a carcass cord is obtained from an image captured by the imaging device. Extraction means for extracting the imaged region, binarization means for binarizing the extracted image extracted by the extraction means, and all carcass codes appearing in the image binarized by the binarization means The area of each carcass code image is obtained by adding the area of the image and dividing the area by the number of carcass code images present apart from each other in the image. An average value calculating means for calculating an average value, a detecting means for detecting a carcass code image having an area larger than a predetermined magnification with respect to the average value calculated by the average value calculating means, and a carcass code image detected by the detecting means When there are four or more branch portions, a determination unit that determines that an axrose cord has occurred in the tire that has captured the transmitted electromagnetic wave image is provided.

  As a result, the region where the carcass code is imaged is extracted from the image captured by the imaging device, and the extracted image is binarized, and each carcass code image appearing in the binarized image is displayed. The average value of the area is calculated, and a carcass code image having an area of a predetermined magnification or more with respect to the average value is detected, and there are four or more branches in the detected carcass code image. Then, since it is determined that an axrose cord is generated in the tire that has captured the transmitted electromagnetic wave image, for example, when two acros cords are generated by crossing two carcass cords, the two carcass cords are generated. The carcass code image corresponding to is detected as described above. In addition, since the carcass code image has four branched portions, it is determined that an axrose code is generated.

  Further, the present invention irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire and transmits a transmitted electromagnetic wave image transmitted through the tire by an imaging device disposed on the outer peripheral surface side of the tire. In a tire inspection method for inspecting whether an axrose cord in which carcass cords cross each other is generated in a tire that has been picked up and picked up a transmitted electromagnetic wave image, a region in which a carcass cord is picked up from an image picked up by an image pickup device An extraction step for extracting the image, a binarization step for binarizing the extracted image extracted by the extraction step, and areas of all carcass code images appearing in the image binarized by the binarization step. In addition, the area is divided by the number of carcass code images existing apart from each other in the image. An average value calculating step for calculating an average value of the area of the image, a detection step for detecting a carcass code image having an area larger than a predetermined magnification with respect to the average value calculated by the average value calculating step, and detection by the detecting step From the first mode branching portion, which is branched into three and converges from two to one from one side to the other in the carcass cord extending direction, and the first mode branching portion There is also a second mode branch that is arranged on the other side in the carcass cord extending direction and branches into three and converges from two to one from the other side in the carcass cord extending direction. Then, a determination step of determining that an axrose cord has occurred in the tire that has captured the transmitted electromagnetic wave image is included.

  The present invention also provides an irradiation device that irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire, and a transmitted electromagnetic wave image that is disposed on the outer peripheral surface side of the tire and transmits through the tire. In a tire inspection apparatus for inspecting whether an axrose cord in which carcass cords cross each other is generated in a tire that has captured a transmission electromagnetic wave image, a carcass cord is obtained from an image captured by the imaging device. Extraction means for extracting the imaged region, binarization means for binarizing the extracted image extracted by the extraction means, and all carcass codes appearing in the image binarized by the binarization means The area of each carcass code image is obtained by adding the area of the image and dividing the area by the number of carcass code images present apart from each other in the image. An average value calculating means for calculating an average value, a detecting means for detecting a carcass code image having an area larger than a predetermined magnification with respect to the average value calculated by the average value calculating means, and a carcass code image detected by the detecting means In addition, the first mode branching portion branched into three and converged from two to one from one to the other in the carcass cord extending direction, and in the carcass cord extending direction from the first mode branching portion. And a second mode branching portion that is arranged on the other side and branches into three and converges from two to one from the other in the carcass cord extending direction to the one, and a tire that has captured a transmitted electromagnetic wave image And determining means for determining that an axrose code has occurred.

  As a result, the region where the carcass code is imaged is extracted from the image captured by the imaging device, and the extracted image is binarized, and each carcass code image appearing in the binarized image is displayed. The average value of the area is calculated, and a carcass code image having an area of a predetermined magnification or more with respect to the average value is detected, and the first mode branch portion and the second mode branch portion exist in the detected carcass code image Then, since it is determined that an axrose cord is generated in the tire that has captured the transmitted electromagnetic wave image, for example, the two acros cords cross each other so as to have a portion extending in parallel with each other, and the axrose cord is If it has occurred, a carcass code image corresponding to the two carcass codes is detected as described above. Further, since the first mode branch portion and the second mode branch portion are present in the carcass code image, it is determined that an axrose code is generated.

  According to the present invention, the presence / absence of an axrose cord can be accurately determined, which is extremely advantageous in improving tire quality. In addition, it is possible to make a determination automatically without using visual inspection, and it is not necessary to create reference data for each tire type, which is extremely advantageous in reducing the time required for inspection.

  1 to 18 show an embodiment of the present invention. FIG. 1 is a schematic diagram of an irradiation device and an imaging device, FIG. 2 is a block diagram of a tire inspection device, and FIG. 3 is a control unit of a second control device. FIG. 4 to FIG. 13 are schematic views of images processed by the control unit of the second control device, FIG. 14 is a flowchart showing the operation of the control unit of the first control device, and FIG. 15 to FIG. It is the schematic of the image processed by the control part of 1 control apparatus.

  The tire inspection apparatus of the present embodiment is disposed on the inner peripheral surface side of the tire T, and is disposed on the outer peripheral surface side of the tire T and the irradiation device 10 that irradiates X-rays toward the tire T, and transmits through the tire T. An imaging apparatus 20 that captures a transmitted X-ray image as a transmitted electromagnetic wave image, and an inspection apparatus main body 30 connected to the imaging apparatus 20 are provided. The tire T is rotatably supported by a support device (not shown). The tire T is a radial tire arranged such that a plurality of metal carcass cords CC extend in the radial direction. A plurality of belt members are provided on the outer peripheral surface side of the tire T, and each belt member has a metal belt cord BC. The carcass cords CC are arranged at substantially equal intervals in the circumferential direction of the tire T, but some carcass cords CC among the carcass cords CC may cross each other. Such a phenomenon that the carcass cords CC cross each other is called an axrose cord.

  The irradiation device 10 is formed of a well-known X-ray tube that radiates X-rays radially, and is arranged on the inner peripheral surface side of the tire T supported by the support device. It is also possible to configure so that γ rays are irradiated instead of X rays.

  The imaging device 20 includes an upper camera 21 disposed on the upper side of the tire T supported by the support device, and a pair of side cameras 22 disposed on both sides in the width direction of the tire T supported by the support device. Each of the cameras 21 and 22 is a known line sensor camera, and each of the cameras 21 and 22 captures a transmission X-ray image transmitted through the tire T in a linear shape. That is, a transmission X-ray image for one round of the tire T is taken by taking images at predetermined intervals by the cameras 21 and 22 while rotating the tire T at a predetermined speed in the circumferential direction by the support device.

  As shown in FIG. 2, the inspection apparatus main body 30 includes first to third control apparatuses 31, 32, and 33. Each of the control devices 31, 32, 33 includes control units 31a, 32a, 33a, display units 31b, 32b, 33b such as a liquid crystal display screen, and storage units 31c, 32c, 33c such as a hard disk. The control units 31a, 32a, and 33a are well-known microcomputers having an arithmetic device, a storage device, an input device, and the like. Furthermore, an image captured by the upper camera 21 in the imaging device 20 is transmitted to the control unit 31a of the first control device 31, and an image captured by one side camera 22 among the side cameras 22 is subjected to the second control. An image transmitted to the control unit 32 a of the device 32 and captured by the other side camera 22 among the side cameras 22 is transmitted to the control unit 33 a of the third control device 33.

  In the tire inspection apparatus configured as described above, the camera 21 and 22 perform imaging at predetermined intervals while rotating the tire T in the circumferential direction at a predetermined speed by a support device (not shown) as described above. A transmission X-ray image of one round of the tire T is captured, and images captured by the cameras 21 and 22 are transmitted as digital images to the control units 31a, 32a, and 33a of the control devices 31, 32, and 33, respectively. In addition, it is also possible to create an image for one round of the tire T by connecting the linear imaging data captured by the cameras 21 and 22 in the control devices 31, 32, and 33.

  Subsequently, the control units 31a, 32a, and 33a of the control devices 31, 32, and 33 perform image processing of an image for one round of the tire T, and determine the presence or absence of an axrose cord based on the image processed image. The operation of the control units 31a, 32a, 33a of the control devices 31, 32, 33 at this time will be described below.

  First, the operation of the control unit 32a of the second control device 32 will be described with reference to the flowchart shown in FIG. The operation of the control unit 33a of the third control device 33 is the same as the operation of the control unit 32a. Further, the extending direction of each carcass cord CC coincides with the image width direction. Here, the image of one turn of the tire T transmitted to the control unit 32a of the second control device 32 is taken from the outside in the width direction of the tire T, and a carcass member is configured on the center side in the width direction of the image. A plurality of carcass cords CC made of metal are imaged, and each carcass cord CC is disposed so as to extend in the image width direction and is spaced from each other in the vertical direction of the image (see FIG. 4). FIG. 4 shows a part of an image for one round of the tire T. FIG. Further, the bead core B is imaged on one side in the width direction of the image, and a plurality of metal reinforcing cords RC constituting the reinforcing member are imaged in the vicinity of the bead core B. The reinforcing cords RC are inclined at a predetermined angle with respect to the width direction of the image, and are arranged at intervals in the vertical direction of the image. Further, a plurality of metal belt cords BC constituting each belt member are imaged on the other side in the width direction of the image, and the belt cords BC are inclined at a predetermined angle with respect to the width direction of the image and are mutually imaged. They are arranged at intervals in the vertical direction. For example, when a background is captured in the image transmitted from the side camera 22, the image of the background alone is subjected to differential processing from the transmitted image, for example, in the image transmitted from the side camera 22. It is preferable to remove other than the belt cords BC, the carcass cords CC, the reinforcing cords RC, and the bead cores B.

  First, when an image for one round of the tire T is transmitted from the side camera 22 to the control unit 32a of the second control device 32 (SA1), the contrast of the image is enhanced (SA2). This contrast enhancement is performed using a known process such as a linear conversion process, a binarization process, and a luminance slicing process. Thereby, each belt cord BC, each carcass cord CC, each reinforcement cord RC, and bead core B in the image are clarified (see FIG. 5). Note that it is possible to perform the processing after step SA3 without performing step SA2.

  Subsequently, the component in the vertical direction of the image (the direction substantially perpendicular to the direction in which each carcass code CC extends) is emphasized in the image with enhanced contrast (SA3). The enhancement of the component in the vertical direction of the image is performed by a known method using, for example, a shift process and a differential process in the vertical direction of the image. Thereby, each belt cord BC, each reinforcement cord RC, and bead core B in the image are emphasized, and each carcass cord CC is thinned or removed (see FIG. 6).

  Subsequently, the contrast of the image in which the vertical component of the image is enhanced is enhanced (SA4). This contrast enhancement is performed using a known process such as a linear conversion process, a binarization process, and a luminance slicing process. Thereby, each belt cord BC, each reinforcement cord RC, and bead core B in the image are clarified (see FIG. 7).

  Subsequently, an area in which the components (each belt cord BC, each reinforcement cord RC, and the bead core B) emphasized in step SA3 are gathered in the image in which the contrast is emphasized in step SA4 is determined (SA5). This region determination is performed, for example, by appropriately performing shift processing and addition processing in the vertical direction of the image to fill the region in which the components emphasized in step SA3 are gathered (see FIG. 8), and then, for example, a Prewitt filter or a Sobel filter By performing edge emphasis processing using, the outline OL of the area having the largest area and the area having the next largest area among the areas where the components emphasized in step SA3 are gathered is created (FIG. 9). reference). In this case, the inside of the two contour lines OL is a definite region where the components emphasized by step SA3 are gathered. Note that by performing expansion processing instead of the shift processing and addition processing, it is also possible to fill the region where the components emphasized in step SA3 are gathered. It is also possible to determine the region based on an average density per unit area (for example, a range of several pixels × several pixels).

  Subsequently, only an area other than the fixed area surrounded by each contour line OL is extracted from the image before the contrast is enhanced in step SA2 (SA6). Here, if images other than the belt cords BC, the carcass cords CC, the reinforcing cords RC, and the bead cores B are not captured in the image before enhancing the contrast, only the range outside the contour line OL is extracted. The extracted image is obtained by extracting a region where each carcass code CC is imaged (see FIG. 10). Note that an extracted image can be created from the image in which the contrast is enhanced in step SA2 or other images.

  Subsequently, the extracted image extracted in step SA6 is binarized (SA7). Here, the extracted image is divided into a plurality of ranges each having a predetermined area (for example, 15 pixels × 15 pixels), the average value of the gradation of the pixels in the range is calculated for each range, and each average value is set as a threshold value. Is used to perform dynamic binarization processing for binarizing each range. Thereby, each carcass code CC becomes clear in the extracted image (see FIG. 11). For example, when each pixel of the extracted image has 256 gradations, each carcass code CC becomes 0 gradation (black), and a portion other than each carcass code CC becomes 255 gradation (white). . Note that a normal binarization process may be performed instead of the dynamic binarization process.

  Subsequently, by adding the areas of all the carcass code images appearing in the binarized extracted image, and subtracting the area by the number of carcass code images that are present apart from each other in the image, An average value of the area of the carcass code image is calculated (SA8). Here, in FIG. 12, which shows a part of the extracted image, 14 carcass cords CC are imaged. However, since the carcass cords CC intersect each other at two locations, There are ten carcass code images that exist apart.

  Subsequently, a carcass code image having an area of a predetermined magnification (for example, 1.5 times) or more with respect to the average value is detected (SA9).

  Subsequently, when a carcass code image corresponding to an area of a predetermined magnification or more with respect to the average value is detected in step SA9 (SA10), each line appearing in the binarized extracted image is thinned. (SA11). This thinning process is performed using, for example, a well-known contraction process. Thereby, each line constituting each carcass code image is thinned to a line that coincides with the center line (see FIG. 13). It is also possible to perform step SA12 and subsequent steps without performing step SA11.

  Subsequently, if there are four or more branches in the carcass cord image detected in step SA9, it is determined that an axrose cord has occurred in the tire T that captured the transmitted X-ray image. (SA12). This determination is performed, for example, by scanning the detected carcass code image from one to the other in the image width direction in the extracted image as shown in FIG. 13 that has been thinned in step SA11. Further, there are a convergence position P1 where two lines arranged at intervals in the vertical direction converge to one line, and a branch position P2 where one line branches into two lines, and If the convergence position P1 and the branch position P2 coincide with each other or are within a predetermined pixel (for example, 10 pixels in the present embodiment), there are four or more branch portions, and the axrose code is It is determined that it has occurred. Here, when a plurality of carcass code images are detected in step SA9, each carcass code image is scanned one by one as described above, and the presence or absence of an axrose code is determined for each carcass code image. In addition, it is also possible to simultaneously scan a plurality of carcass code images to determine the presence or absence of an axrose code.

  Subsequently, the carcass code image detected in step SA9 has a first mode branching portion that branches into three and converges from two to one from one to the other in the image width direction, A second mode branching portion that is arranged on the other side in the image width direction from the one mode branching portion and is branched into three and converges from two to one from the other in the image width direction to the one; If it exists, it is determined that an axrose cord has occurred in the tire T that has captured the transmitted X-ray image (SA13). This determination is performed, for example, by scanning the detected carcass code image from one to the other in the image width direction in the extracted image as shown in FIG. 13 that has been thinned in step SA11. In addition, one convergence position P1 where two lines arranged at intervals in the vertical direction converge to one line, and three branch positions P2 where one line branches into two lines, And at least one branch position P2 is arranged on the other side in the image width direction with respect to the convergence position P1, the first mode branch section and the second mode branch section exist, and an axrose code is generated. It is determined that Here, the convergence position P1 corresponds to the first mode branch portion, and the branch position P2 arranged on the other side in the image width direction from the convergence position P1 corresponds to the second mode branch portion. When a plurality of carcass code images are detected in step SA9, each carcass code image is scanned one by one as described above, and the presence / absence of an axrose code is determined for each carcass code image. In addition, it is also possible to simultaneously scan a plurality of carcass code images to determine the presence or absence of an axrose code.

  Subsequently, when it is determined in step SA12 that an axrose code has occurred (SA14), display processing for displaying the image before contrast enhancement in step SA2 and the branching portion is performed on the display unit 32b. Then, a storage process for storing the measurement date and time, the type of the measured tire T, the determination result, and the like in the storage unit 32c is performed (SA15). On the other hand, if it is determined in step SA13 that an axrose code has occurred (SA16), the display unit 32b displays the image before contrast enhancement in step SA2 and the first mode and second mode branching units. A display process is performed, and a storage process for storing the measurement date and time, the measured type of tire T, the determination result, and the like in the storage unit 32c is performed (SA17). Furthermore, when a carcass code image having an area of a predetermined magnification or more with respect to the average value is not detected (SA10), or when it is not determined in step SA13 that an axrose code is generated (SA16), the storage unit 31c. A storage process for storing the measurement date and time, the type of the measured tire T, the determination result, and the like is performed (SA18).

  Next, operation | movement of the control part 31a of the 1st control apparatus 31 is demonstrated, referring the flowchart shown in FIG. Here, the image for one round of the tire T transmitted to the control unit 31a of the first control device 31 is taken from the radially outer side of the tire T, and each belt member is arranged at the center side in the width direction of the image. A plurality of metal belt cords BC are imaged, and a plurality of metal carcass cords CC forming a carcass member are imaged on both sides of the belt cord BC in the width direction (see FIG. 15). The carcass cords CC are arranged so as to extend in the image width direction, and are arranged at intervals in the vertical direction of the image. The belt cords BC are arranged so as to form a predetermined angle with the carcass cord CC, and are arranged at intervals in the vertical direction of the image. Here, images other than each belt code BC and each carcass code CC are not captured in the image transmitted from the upper camera 21. For example, when a background is captured in the image transmitted from the upper camera 21, each of the images transmitted from the upper camera 21 is subjected to differential processing from the transmitted image. It is preferable to remove things other than the belt cord BC and each carcass cord CC.

  First, when an image for one round of the tire T is transmitted from the upper camera 21 to the control unit 31a of the first control device 31 (SB1), contrast enhancement is performed similarly to step SA2 of the control unit 32a (SB2). Thereby, each belt code BC and each carcass code CC in the image are clarified.

  Subsequently, the component in the vertical direction of the image is emphasized as in step SA3 of the control unit 32a (SB3). Thereby, each belt code BC in the image is emphasized, and each carcass code CC is thinned or removed.

  Subsequently, the contrast is enhanced similarly to step SA4 of the control unit 32a (SB4). Thereby, each belt code BC in the image becomes clear.

  Subsequently, the area is determined in the same manner as Step SA5 of the control unit 32a (SB5). This region determination is performed, for example, by appropriately performing shift processing and addition processing in the vertical direction of the image, and after filling the region where the components emphasized in step SB3 are collected (see FIG. 16), for example, the Prewitt filter and the Sobel filter By performing edge emphasis processing using, the outline OL of the area having the largest area among the areas where the components emphasized in step SB3 are gathered is created (see FIG. 17). In this case, the inside of the contour line OL is a definite region where the components emphasized in step SB3 are gathered. Note that by performing expansion processing instead of the shift processing and addition processing, it is also possible to fill the region where the components emphasized in step SB3 are gathered. It is also possible to determine the region based on an average density per unit area (for example, a range of several pixels × several pixels).

  Subsequently, only a region other than the fixed region surrounded by the contour line OL is extracted from the image before the contrast is enhanced in step SB2 (SB7). Here, if an image other than each belt code BC and each carcass code CC is not captured in the image, an extracted image obtained by extracting only a range outside the contour line OL extracts an area where each carcass code CC is captured. (See FIG. 18). Note that it is also possible to create an extracted image from the image in which the contrast is enhanced in step SB2 and other images.

  Subsequently, similarly to SA7 to SA18 of the control unit 32a, binarization processing (SB7), calculation of an average value (SB8), detection of a carcass code image having an area larger than a predetermined magnification with respect to the average value (SB9) When there is a corresponding carcass code image (SB10), thinning processing (SB11), determination of presence / absence of an axrose code based on the presence of four branch parts (SB12), first mode branch part And determining whether or not there is an axrose code based on the presence or absence of the second mode branch (SB13), or if it is determined in step SB12 that an axrose code is generated (SB14), If it is determined that there is (SB16), display processing and storage processing are performed (SB15, SB17), and there is no corresponding carcass code image (SB15). 0), (SB16 when A Claus code is not judged to be occurring in step SB13), performs the storage process (SB18).

  As described above, according to the present embodiment, the region where the carcass code CC is imaged is extracted from the image captured by the imaging device 20, and the extracted image is binarized and binarized. An average value of the areas of each carcass code image appearing in the obtained image is calculated, and a carcass code image having an area of a predetermined magnification (for example, 1.5 times) or more with respect to the average value is detected. If there are four or more branches in the code image, it is determined that an axrose cord has occurred in the tire T from which the transmitted X-ray image is taken. For example, two carcass cords intersect. If an axrose code is generated, a carcass code image corresponding to the two carcass codes is detected as described above. In addition, since the carcass code image has four branch portions, it is determined that an axrose code has occurred. That is, since the presence / absence of an axrose cord can be accurately determined, it is extremely advantageous in improving the tire quality.

  Further, the carcass code CC is extracted from the image picked up by the image pickup device 20, and the extracted image is binarized, and each carcass code image appearing in the binarized image is displayed. Is calculated, and a carcass code image having an area of a predetermined magnification (for example, 1.5 times) or more with respect to the average value is detected. The detected carcass code image includes a first mode branching unit and When the second mode branch portion exists, it is determined that an axrose cord is generated in the tire T that has captured the transmitted X-ray image, and therefore, for example, two carcass cords have a portion that extends in contact with each other and extends in parallel. Thus, when an axrose code is generated by crossing, the carcass code images corresponding to the two carcass codes are detected as described above. Further, since the first mode branch portion and the second mode branch portion are present in the carcass code image, it is determined that an axrose code is generated. That is, since the presence / absence of an axrose cord can be accurately determined, it is extremely advantageous in improving the tire quality.

  Further, if the detected carcass code image has four or more branch portions, it is determined that an axrose code has occurred, and the detected carcass code image has a first mode branch portion and a second branch portion. If the mode branching portion exists, it is determined that the accrose code is generated, and therefore the presence or absence of the accrose code can be determined more accurately.

  In addition, the above-described image processing is performed on the images captured by the cameras 21 and 22 by the control units 31a, 32a, and 33a of the control devices 31, 32, and 33, and the presence / absence of an axrose code is automatically checked. Therefore, the inspection speed can be improved as compared with the case where the inspector visually confirms the images taken by the cameras 21 and 22 and inspects for the presence or absence of the axrose cord.

  Further, the contrast of the image captured by the imaging device 20 is enhanced (steps SA2 and SB2), and the component in the direction substantially orthogonal to the direction in which the carcass code CC extends in the image with enhanced contrast is enhanced (step SA3). , SB3), a region where the components emphasized in steps SA3 and SB3 are gathered is determined (steps SA5 and SB5), and a region other than the determined fixed region is extracted from the image captured by the imaging device 20. Thus, the region where the carcass code CC is captured is extracted from the image captured by the imaging device 20 (steps SA6 and SB6). Thereby, even when the area where each carcass code CC is imaged changes according to the type of tire T, the area where the carcass code CC is imaged can be surely automatically recognized in the image captured by the imaging device 20. it can. Therefore, steps SA7 to SA13 and SB7 to SB13 can be performed easily and reliably, which is extremely advantageous for accurately determining the presence or absence of an axose code.

  In addition, since the dynamic binarization process is performed in steps SA7 and SB7, even if the image captured by the image capturing apparatus 20 is bright or dark due to a difference in light amount or a member thickness of the tire T, it is irrespective of light or dark. Therefore, the carcass code CC can be clarified, which is extremely advantageous in accurately determining the presence or absence of an axrose code.

  Since the carcass code CC in the image binarized by steps SA7 and SB7 is subjected to thinning processing in steps SA11 and SB11 before the determinations in steps SA12 to SA13 and SB12 to SB13, the carcass Regardless of the thickness of the code CC, the convergence position P1 and the branch position P2 can be accurately detected, which is extremely advantageous in accurately determining the presence or absence of an axrose code.

  In this embodiment, the region where the components emphasized in steps SA3 and SB3 are gathered is determined in steps SA5 and SB5, and only regions other than the determined region are extracted in steps SA6 and SB6. Indicated. On the other hand, it is also possible to determine a region other than the region where the components emphasized in steps SA3 and SB3 are gathered in steps SA5 and SB5, and extract only the confirmed region in steps SA6 and SB6. Even in this case, a range equivalent to this embodiment is extracted.

  In the present embodiment, the control units 31a, 32a, and 33a of the control devices 31, 32, and 33 perform image processing of an image for one round of the tire T, and determine whether or not there is an axrose cord based on the image processed image. I showed what to judge. On the other hand, image processing of an image obtained by imaging a part of the tire T is performed by the control units 31a, 32a, and 33a of the control devices 31, 32, and 33, and the axrose code is based on the image that has been subjected to the image processing. It is also possible to determine the presence or absence.

  In this embodiment, in steps SA9 and SB9, a carcass code image having an area of a predetermined magnification or more with respect to the average value is detected, and the detected carcass code image is moved from one to the other in the image width direction. By scanning, it is determined whether or not an axrose code is generated in the detected carcass code image. In contrast, in the extracted image obtained by extracting the area where each carcass code CC is imaged without performing steps SA9 and SB9, each carcass code image is scanned from one to the other in the image width direction. If there are four or more branches in the carcass code image, it is determined that an axrose code has occurred, and each carcass code image has a first mode branch and a second mode branch. Then, it can be determined that an axrose code is generated. Even in this case, it is possible to achieve the same operation and effect as when performing steps SA9 and SB9.

  In this embodiment, steps SA1 to SA18 are performed by the control units 32a and 33a of the second control device 32 and the third control device 33, and steps SB1 to SB18 are performed by the control unit 31a of the first control device 31. However, it is also possible to perform any step among steps SA1 to SA18 and SB1 to SB18 by, for example, operating the control units 31a, 32a, and 33a by an inspector.

Schematic of an irradiation apparatus and an imaging apparatus showing an embodiment of the present invention Block diagram of tire inspection equipment The flowchart which shows operation | movement of the control part of a 2nd control apparatus. Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device Schematic of the image processed by the control unit of the second control device The flowchart which shows operation | movement of the control part of a 1st control apparatus. Schematic of an image processed by the control unit of the first control device Schematic of an image processed by the control unit of the first control device Schematic of an image processed by the control unit of the first control device Schematic of an image processed by the control unit of the first control device

Explanation of symbols

  DESCRIPTION OF SYMBOLS 10 ... Irradiation device, 20 ... Imaging device, 21 ... Upper camera, 22 ... Side camera, 30 ... Inspection apparatus main body, 31 ... 1st control apparatus, 31a ... Control part, 31b ... Display part, 31c ... Storage part, 32 ... second control device, 32a ... control unit, 32b ... display unit, 32c ... storage unit, 33 ... third control device, 33a ... control unit, 33b ... display unit, 33c ... storage unit, CC ... carcass code, BC ... Belt cord, RC ... reinforcing cord, T ... tyre, B ... bead core.

Claims (14)

An electromagnetic wave such as X-rays or γ rays is irradiated toward the tire from the inner peripheral surface side of the tire, and a transmitted electromagnetic wave image transmitted through the tire is imaged by an imaging device disposed on the outer peripheral surface side of the tire. In the tire inspection method for inspecting whether or not an axrose cord in which carcass cords cross each other is generated in the tire imaged of
An extraction step of extracting a region where the carcass code is imaged from an image captured by the imaging device;
A binarization step for binarizing the extracted image extracted by the extraction step;
By adding the areas of all the carcass code images that appear in the image binarized by the binarization step, and dividing the area by the number of carcass code images that are present apart from each other in the image, An average value calculating step for calculating an average value of the area of each carcass code image;
A detection step of detecting a carcass code image having an area of a predetermined magnification or more with respect to the average value calculated by the average value calculation step;
A determination step of determining that an axrose cord is generated in a tire that has captured a transmitted electromagnetic wave image when there are four or more branches in the carcass code image detected by the detection step. Tire inspection method. An electromagnetic wave such as X-rays or γ rays is irradiated toward the tire from the inner peripheral surface side of the tire, and a transmitted electromagnetic wave image transmitted through the tire is imaged by an imaging device disposed on the outer peripheral surface side of the tire. In the tire inspection method for inspecting whether or not an axrose cord in which carcass cords cross each other is generated in the tire imaged of
An extraction step of extracting a region where the carcass code is imaged from an image captured by the imaging device;
A binarization step for binarizing the extracted image extracted by the extraction step;
By adding the areas of all the carcass code images that appear in the image binarized by the binarization step, and dividing the area by the number of carcass code images that are present apart from each other in the image, An average value calculating step for calculating an average value of the area of each carcass code image;
A detection step of detecting a carcass code image having an area of a predetermined magnification or more with respect to the average value calculated by the average value calculation step;
A first mode branching portion that branches into three in the carcass cord image detected by the detecting step and converges from two to one from one to the other in the carcass cord extending direction; A second mode branch which is arranged on the other side of the carcass cord extending direction from the mode branching portion and is branched into three and converges from two to one from the other side in the carcass cord extending direction. When the part is present, the inspection method of tire and a determination step a Claus code is generated in the tire of the captured transmitted radiation image, wherein including things. The tire inspection according to claim 2, wherein the determination step is configured to determine whether or not there are four or more branches in the carcass code image detected in the detection step. Method. In the extraction step, an enhancement step for enhancing the contrast of the image captured by the imaging device, and an orthogonal component enhancement for enhancing a component in a direction substantially orthogonal to the direction in which the carcass code extends in the image whose contrast is enhanced by the enhancement step. Extracting a region other than the determined region determined by the region determining step from the step, a region determining step for determining a region where the components emphasized by the orthogonal component enhancing step are gathered, and an image captured by the imaging device The method for inspecting a tire according to claim 1, further comprising: an extraction step outside the fixed region that extracts a region where the carcass code is captured from an image captured by the imaging device. In the extraction step, an enhancement step for enhancing the contrast of the image captured by the imaging device, and an orthogonal component enhancement for enhancing a component in a direction substantially orthogonal to the direction in which the carcass code extends in the image whose contrast is enhanced by the enhancement step. A step, a region determination step for determining a region other than a region where the components emphasized by the orthogonal component enhancement step are gathered, and a fixed region determined by the region determination step is extracted from an image captured by the imaging device The method for inspecting a tire according to claim 1, further comprising: a step of extracting a region in which the carcass code is captured from an image captured by the imaging device. The tire inspection method according to claim 1, wherein the binarization step is configured to perform dynamic binarization processing. The thinning step of performing thinning processing of the carcass code in the image binarized by the binarization step, which is performed before the determination step, includes: The tire inspection method according to 5 or 6. An irradiation device that irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire, and an imaging device that is disposed on the outer peripheral surface side of the tire and picks up a transmitted electromagnetic wave image transmitted through the tire In the tire inspection apparatus for inspecting whether or not an axrose cord in which carcass cords cross each other is generated in a tire that has captured a transmitted electromagnetic wave image,
Extracting means for extracting a region where the carcass code is imaged from an image captured by the imaging device;
Binarization means for binarizing the extracted image extracted by the extraction means;
By adding the areas of all carcass code images that appear in the image binarized by the binarization means, and dividing the area by the number of carcass code images that are present apart from each other in the image, An average value calculating means for calculating an average value of the area of each carcass code image;
Detecting means for detecting a carcass code image having an area of a predetermined magnification or more with respect to the average value calculated by the average value calculating means;
And a determination unit that determines that an axrose cord is generated in the tire that has captured the transmitted electromagnetic wave image when there are four or more branches in the carcass code image detected by the detection unit. A tire inspection device. An irradiation device that irradiates the tire with electromagnetic waves such as X-rays and γ rays from the inner peripheral surface side of the tire, and an imaging device that is disposed on the outer peripheral surface side of the tire and picks up a transmitted electromagnetic wave image transmitted through the tire In the tire inspection apparatus for inspecting whether or not an axrose cord in which carcass cords cross each other is generated in a tire that has captured a transmitted electromagnetic wave image,
Extracting means for extracting a region where the carcass code is imaged from an image captured by the imaging device;
Binarization means for binarizing the extracted image extracted by the extraction means;
By adding the areas of all carcass code images that appear in the image binarized by the binarization means, and dividing the area by the number of carcass code images that are present apart from each other in the image, An average value calculating means for calculating an average value of the area of each carcass code image;
Detecting means for detecting a carcass code image having an area of a predetermined magnification or more with respect to the average value calculated by the average value calculating means;
A first mode branching portion that branches into three in the carcass cord image detected by the detection means and converges from two to one from one to the other in the carcass cord extending direction; There is a second mode branching portion that is arranged on the other side of the carcass cord extending direction than the portion and branches into three and converges from two to one from the other side of the carcass cord extending direction. Then, a tire inspection apparatus comprising: a determination unit that determines that an axrose cord has occurred in a tire that has captured a transmitted electromagnetic wave image. The tire inspection according to claim 9, wherein the determination unit is configured to determine whether or not there are four or more branching portions in the carcass code image detected by the detection unit. apparatus. The extraction unit includes an enhancement unit that enhances the contrast of an image captured by the imaging apparatus, and an orthogonal component enhancement that enhances a component in a direction substantially orthogonal to the direction in which the carcass code extends in the image in which the contrast is enhanced by the enhancement unit. A region determining unit that determines a region in which the components emphasized by the orthogonal component enhancing unit are gathered; and an area other than the determined region determined by the region determining unit is extracted from an image captured by the imaging device. The tire inspection device according to claim 8, 9 or 10, further comprising: a non-determined region extraction unit configured to extract a region where the carcass code is captured from an image captured by the imaging device. The extraction unit includes an enhancement unit that enhances the contrast of an image captured by the imaging apparatus, and an orthogonal component enhancement that enhances a component in a direction substantially orthogonal to the direction in which the carcass code extends in the image in which the contrast is enhanced by the enhancement unit. Means for determining a region other than the region in which the components emphasized by the orthogonal component emphasizing unit are gathered, and extracting the determined region determined by the region determining unit from the image captured by the imaging device The tire inspection device according to claim 8, 9 or 10, further comprising: an in-determined region extraction unit configured to extract a region where the carcass code is captured from an image captured by the imaging device. The tire inspection apparatus according to claim 8, 9, 10, 11 or 12, wherein the binarization means is configured to perform dynamic binarization processing. The thinning means for thinning the carcass code in the image binarized by the binarization means, which is performed before the determination by the determination means, is provided. , 11, 12 or 13 tire inspection device.

Images