WO2014070062A1 - Procedure for mapping when capturing video streams by means of a camera - Google Patents

Procedure for mapping when capturing video streams by means of a camera Download PDF

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Publication number
WO2014070062A1
WO2014070062A1 PCT/SE2013/000166 SE2013000166W WO2014070062A1 WO 2014070062 A1 WO2014070062 A1 WO 2014070062A1 SE 2013000166 W SE2013000166 W SE 2013000166W WO 2014070062 A1 WO2014070062 A1 WO 2014070062A1
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WO
WIPO (PCT)
Prior art keywords
integration time
map
procedure
block
compensation
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Ceased
Application number
PCT/SE2013/000166
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French (fr)
Inventor
Emanuel Johansson
Odd LARSON
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Flir Systems AB
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Flir Systems AB
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Filing date
Publication date
Application filed by Flir Systems AB filed Critical Flir Systems AB
Priority to US14/439,941 priority Critical patent/US9648253B2/en
Publication of WO2014070062A1 publication Critical patent/WO2014070062A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N17/00Diagnosis, testing or measuring for television systems or their details
    • H04N17/002Diagnosis, testing or measuring for television systems or their details for television cameras
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J5/80Calibration
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J5/90Testing, inspecting or checking operation of radiation pyrometers
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/20Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N25/00Circuitry of solid-state image sensors [SSIS]; Control thereof
    • H04N25/60Noise processing, e.g. detecting, correcting, reducing or removing noise
    • H04N25/67Noise processing, e.g. detecting, correcting, reducing or removing noise applied to fixed-pattern noise, e.g. non-uniformity of response
    • H04N25/671Noise processing, e.g. detecting, correcting, reducing or removing noise applied to fixed-pattern noise, e.g. non-uniformity of response for non-uniformity detection or correction

Definitions

  • the present invention relates to a procedure for mapping when capturing video streams by means of a camera, such as an IR camera, as well as to a computer program and a computer program product.
  • FPA contained in a camera can vary quite considerably as a function of the irradiated effect. Sensor elements thus require to be calibrated with one another.
  • the sensor elements contained in a sensor in an IR camera do not behave in the same way, for example, but exhibit variations in gain and offset.
  • gain maps and offset maps are recorded and stored in production.
  • gain map corrections are made during operation for variations in gain in the individual sensor elements in a sensor.
  • the offset map is used correspondingly to shift the sensor signals of the constituent sensor elements in parallel during operation, so that the gain curves of the detectors substantially coincide.
  • Cameras of the IR type have traditionally made use of a plurality of fixed integration times to cover the camera's dynamic range. Every such fixed position has been provided with its own maps.
  • the disadvantage of fixed integration times is that deviations in the image quality are necessary in order to be able to cover a particular dynamic range, since the image quality is optimized only at a single scene
  • the object of the present invention is to make available a procedure which adapts the integration time dynamically on the basis of the scene content in order to achieve maximum quality in every scene without the need for constant updates of maps by NUC processing and without having to store maps for a large number of fixed integration times.
  • the object of the invention is accomplished by a procedure that is characterized: a) in that at least two reference images are recorded in production against a black- body radiator at the same temperature for two or more separate integration times, b) in that, in conjunction with the updating of an offset map, details of the integration time for which the offset map has been updated are stored,
  • the compensation map is advantageously standardized before addition by deducting the mean value of the compensation map from all the pixels for centring of the compensation map around zero.
  • the reference images can be standardized before the interpolation takes place by deducting the mean value of the reference image from all the pixels for centring of the reference image around zero.
  • specifically two reference images are recorded in production against a black-body radiator at the same temperature for two separate integration times.
  • the reference images can suitably be taken for integration times within the millisecond range and with a difference in the integration time in the order of 10 milliseconds.
  • the invention also relates to a computer program comprising program code, which, when the said program code is executed in a computer, causes the said computer to carry out the procedure as described above in order to accomplish the object of the invention, as well as to a computer program product comprising a computer-readable medium and a computer program as described above, the said computer program being included in the said computer-readable medium.
  • Figure 1 depicts schematically an example of a curve which shows the scene temperature as a function of the integration time for optimized image quality.
  • Figure 2 depicts schematically an example in the form of a block diagram of the principles for mapping according to the procedure of the invention.
  • Figure 3 depicts schematically an example of a curve which shows the signal per pixel as a function of the integration time for a pixel which has undergone the mapping according to the procedure of the invention.
  • the curve 1 depicted in Figure 1 depicts an example of the scene temperature T as a function of the integration time t for optimized image quality.
  • Two fixed integration times ti and t 2 are plotted in the Figure.
  • an individual map is connected to each integration time.
  • a shift will take place from the integration times for which the maps were produced, and low-frequency unevennesses of the image will occur as a result.
  • compensation maps are generated which offer relevant mapping along the scene temperature curve between fixed references.
  • An incoming video stream is available through a block 2.
  • the stream can be supplied from the sensor part of an IR camera, the said sensor part comprising, for example, one or a plurality of focal plane arrays.
  • the actual integration time for the video stream is designated with t p .
  • a block 3 marks the availability of two reference images taken in production. The images have been taken on a black-body radiator at the same temperature for two different integration times.
  • the first reference image is designated here as B re n and was taken with an integration time t refl , which in one example here can amount to 3 ms.
  • the other reference image is designated as B re f2 and was taken with an integration time t re f2, which in the example here can amount to 14 ms.
  • the reference image B re n is marked as being stored in block 4
  • reference image B re f2 is marked as being stored in block 5.
  • NUC non uniformity correction.
  • a block 6 indicates this NUC process. In this NUC process, the integration time, t nU c, with which the NUC process was carried out is saved in addition to the most recent map. The block 6 thus provides both the most recent map and the most recent integration time t nuc .
  • a block 7 manages the choice of the next reference image. If
  • reference image B re n is selected because it lies closest to the new actual integration time t p . Otherwise, reference image B re f2 is selected because it is then considered to lie closest to the new actual integration time t p .
  • the actual integration time t p is compared with the integration time t nuc from the most recent NUC, and the reference which lies closest to the new actual integration time t p is selected as a reference image and is provided by the block 7.
  • a compensation per pixel is calculated by linear interpolation between the selected reference image, either reference image B re n or B re e, and the map from the most recent NUC. The result of the calculation is a map that is referred to in this description as a compensation map.
  • a block 9 undertakes standardization of the correction map before it is added via an adder 10 to the incoming video stream from the block 2 in order to deliver a video stream through a block 11.
  • the output video stream can be connected, for example, to a display for presentation or to a memory medium for storage.
  • a display and a memory medium are not shown in the Figure.
  • standardization of the reference image can be undertaken before interpolation, and two possible positions of a block for the standardization of reference image B re n are indicated with dashed blocks 13 and 15 in Figure 2.
  • Two dashed blocks 14 and 15 likewise indicate two possible positions of a block for the standardization of reference image B re -
  • the result of linear interpolation per pixel is illustrated schematically in Figure 3.
  • the signal S per pixel is shown on the curve 12 as a function of the integration time t.
  • the integration times t re n and t re f2 for the reference images B re n and B re f2 are plotted along the time axis t together with the integration time t nuc for the most recent NUC.
  • the actual integration time t p is plotted in addition.
  • reference image B re n is closer to the actual integration time t p than reference image B re f2-
  • a linear interpolation is made between the reference image B re n with an integration time t re fi and the map from the most recent NUC with an integration time t nuc -

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Image Processing (AREA)

Abstract

The invention relates to a procedure for mapping when capturing video streams by means of a camera, such as an IR camera, as well as to a computer program and a computer program product. According to the procedure the following items are included: a) at least two reference images are recorded in production against a black-body radiator at the same temperature for two or more separate integration times (block 3), b) in conjunction with the updating of an offset map, details of the integration time for which the offset map has been updated are stored (block 6), c) during operation, the actual integration time is compared with the integration time for the most recent updating of the offset map (block 8), d) the recorded reference image which lies closest to the actual integration time is selected as a reference (block 7), and e) a compensation per pixel for the change in the integration time is calculated by linear interpolation between the selected reference image and the most recently updated offset map, resulting in a compensation map (block 8). The integration time can be adapted dynamically by the procedure with access to adequate maps for correction of the offset of constituent pixels.

Description

Procedure for mapping when capturing video streams by means of a camera
Technical Field
The present invention relates to a procedure for mapping when capturing video streams by means of a camera, such as an IR camera, as well as to a computer program and a computer program product.
Background The output signal from sensor elements in a sensor, such as a focal plane array, IR
FPA, contained in a camera can vary quite considerably as a function of the irradiated effect. Sensor elements thus require to be calibrated with one another. The sensor elements contained in a sensor in an IR camera do not behave in the same way, for example, but exhibit variations in gain and offset. In order to manage these variations, so-called gain maps and offset maps are recorded and stored in production. With the help of the gain map, corrections are made during operation for variations in gain in the individual sensor elements in a sensor. The offset map is used correspondingly to shift the sensor signals of the constituent sensor elements in parallel during operation, so that the gain curves of the detectors substantially coincide. To further illustrate the principles behind gain and offset mapping, reference is made to our published US Patent Application US 2011/0164139 Al .
Cameras of the IR type have traditionally made use of a plurality of fixed integration times to cover the camera's dynamic range. Every such fixed position has been provided with its own maps. The disadvantage of fixed integration times is that deviations in the image quality are necessary in order to be able to cover a particular dynamic range, since the image quality is optimized only at a single scene
temperature. Several fixed integration time positions have been introduced in order to increase the image quality, which improves the image quality at the expense of higher complexity but still does not fully cover optimal integration time positions. An alternative to fixed integration times is to change the integration time dynamically. One disadvantage associated with this is that it involves making a shift away from the integration time which was relevant at the time when the maps were made. This shift away from the integration time at the time when the maps were made gives rise to a low-frequency unevenness of the image. An extra spatial fixed-pattern noise is generated and is visible in low-contrast scenes. A previously known solution to this has been to permit the integration time to be changed only in conjunction with the offset map being updated by a so-called NUC, non uniformity correction. In order for it to function adequately, the solution requires an NUC to be performed as soon as the scene has changed significantly, for example when panning.
For an example of the prior art where the integration time is changed, reference can be made to WO 2008/1071 17 Al, which describes a procedure for changing the integration time depending on the temperature of an IR sensor.
Summary of the invention
The object of the present invention is to make available a procedure which adapts the integration time dynamically on the basis of the scene content in order to achieve maximum quality in every scene without the need for constant updates of maps by NUC processing and without having to store maps for a large number of fixed integration times.
The object of the invention is accomplished by a procedure that is characterized: a) in that at least two reference images are recorded in production against a black- body radiator at the same temperature for two or more separate integration times, b) in that, in conjunction with the updating of an offset map, details of the integration time for which the offset map has been updated are stored,
c) in that, during operation, the actual integration time is compared with the integration time for the most recent updating of the offset map,
d) in that the recorded reference image which lies closest to the actual integration time is selected as a reference, e) in that a compensation per pixel for the change in the integration time is calculated by linear interpolation between the selected reference image and the most recently updated offset map, resulting in a compensation map, and
f) in that the compensation map is added to an incoming video image.
The use of reference images, the most recent updating of the offset map and its integration time, as well as linear interpolation, permits a compensation map to be created which corresponds closely to the actual integration time. The procedure permits the integration time to be changed continuously and entirely automatically without needing to undergo a further NUC process.
The compensation map is advantageously standardized before addition by deducting the mean value of the compensation map from all the pixels for centring of the compensation map around zero.
Alternatively, the reference images can be standardized before the interpolation takes place by deducting the mean value of the reference image from all the pixels for centring of the reference image around zero. According to an advantageous procedure, specifically two reference images are recorded in production against a black-body radiator at the same temperature for two separate integration times. By restricting the number of reference images to two, the mapping process can be kept relatively simple from the point of view of storage and calculation.
According to the proposed procedure, the reference images can suitably be taken for integration times within the millisecond range and with a difference in the integration time in the order of 10 milliseconds. The invention also relates to a computer program comprising program code, which, when the said program code is executed in a computer, causes the said computer to carry out the procedure as described above in order to accomplish the object of the invention, as well as to a computer program product comprising a computer-readable medium and a computer program as described above, the said computer program being included in the said computer-readable medium.
Brief Description of the Drawings
The invention is described below in more detail by way of example with reference to the accompanying drawings, in which:
Figure 1 depicts schematically an example of a curve which shows the scene temperature as a function of the integration time for optimized image quality.
Figure 2 depicts schematically an example in the form of a block diagram of the principles for mapping according to the procedure of the invention. Figure 3 depicts schematically an example of a curve which shows the signal per pixel as a function of the integration time for a pixel which has undergone the mapping according to the procedure of the invention.
Detailed Description of the Embodiment
The curve 1 depicted in Figure 1 depicts an example of the scene temperature T as a function of the integration time t for optimized image quality. Two fixed integration times ti and t2 are plotted in the Figure. According to the known method, an individual map is connected to each integration time. In the event that another suitable integration time is used, a shift will take place from the integration times for which the maps were produced, and low-frequency unevennesses of the image will occur as a result. According to the proposed procedure for mapping, which is described in more detail with reference to Figure 2, compensation maps are generated which offer relevant mapping along the scene temperature curve between fixed references.
The principles for mapping according to the procedure of the invention are now described with reference to Figure 2. An incoming video stream is available through a block 2. The stream can be supplied from the sensor part of an IR camera, the said sensor part comprising, for example, one or a plurality of focal plane arrays. The actual integration time for the video stream is designated with tp.
A block 3 marks the availability of two reference images taken in production. The images have been taken on a black-body radiator at the same temperature for two different integration times. The first reference image is designated here as Bren and was taken with an integration time trefl, which in one example here can amount to 3 ms. The other reference image is designated as Bref2 and was taken with an integration time tref2, which in the example here can amount to 14 ms. The reference image Bren is marked as being stored in block 4, while reference image Bref2 is marked as being stored in block 5. During the operation of an IR camera, calibrations of the camera are performed during a known process known as NUC, non uniformity correction. A block 6 indicates this NUC process. In this NUC process, the integration time, tnUc, with which the NUC process was carried out is saved in addition to the most recent map. The block 6 thus provides both the most recent map and the most recent integration time tnuc.
A block 7 manages the choice of the next reference image. If
I trefl - tp| < I tref2 - tp I, reference image Bren is selected because it lies closest to the new actual integration time tp. Otherwise, reference image Bref2 is selected because it is then considered to lie closest to the new actual integration time tp.
If the integration time is to be changed, the actual integration time tp is compared with the integration time tnuc from the most recent NUC, and the reference which lies closest to the new actual integration time tp is selected as a reference image and is provided by the block 7. In the block 8, a compensation per pixel is calculated by linear interpolation between the selected reference image, either reference image Bren or Bree, and the map from the most recent NUC. The result of the calculation is a map that is referred to in this description as a compensation map. A block 9 undertakes standardization of the correction map before it is added via an adder 10 to the incoming video stream from the block 2 in order to deliver a video stream through a block 11. The output video stream can be connected, for example, to a display for presentation or to a memory medium for storage. A display and a memory medium are not shown in the Figure. Alternatively, standardization of the reference image can be undertaken before interpolation, and two possible positions of a block for the standardization of reference image Bren are indicated with dashed blocks 13 and 15 in Figure 2. Two dashed blocks 14 and 15 likewise indicate two possible positions of a block for the standardization of reference image Bre -
The result of linear interpolation per pixel is illustrated schematically in Figure 3. The signal S per pixel is shown on the curve 12 as a function of the integration time t. The integration times tren and tref2 for the reference images Bren and Bref2 are plotted along the time axis t together with the integration time tnuc for the most recent NUC. The actual integration time tp is plotted in addition. In the illustrated example, reference image Bren is closer to the actual integration time tp than reference image Bref2- In line with what has been described with reference to the block 8 in Figure 2, a linear interpolation is made between the reference image Bren with an integration time trefi and the map from the most recent NUC with an integration time tnuc-
The invention is described above with reference to a schematic block structure depicted in Figure 2. This description must be regarded only as an explanation of the fundamental structure. The execution of the described functions can be performed in many ways within the framework of the invention, and attention is brought particularly to the use of a computer program for the implementation of the functions.
The invention is not restricted to the procedures described above as examples, but may be subjected to modifications within the scope of the following patent claims.

Claims

Patent Claims
1. Procedure for mapping when capturing video streams by means of a camera, such as an IR camera, characterized
a) in that at least two reference images are recorded in production against a black- body radiator at the same temperature for two or more separate integration times, b) in that, in conjunction with the updating of an offset map, details of the integration time for which the offset map has been updated are stored,
c) in that, during operation, the actual integration time is compared with the integration time for the most recent updating of the offset map,
d) in that the recorded reference image which lies closest to the actual integration time is selected as a reference,
e) in that a compensation per pixel for the change in the integration time is calculated by linear interpolation between the selected reference image and the most recently updated offset map, resulting in a compensation map, and
f) in that the compensation map is added to an incoming video image.
2. Procedure according to Patent Claim 1, characterized in that the
compensation map is standardized before addition by deducting the mean value of the compensation map from all the pixels for centring of the compensation map around zero.
3. Procedure according to Patent Claim 1, characterized in that the reference images are standardized before the interpolation takes place by deducting the mean value of the reference images from all the pixels for centring of the reference image around zero.
4. Procedure according to one of the preceding patent claims, characterized in that two reference images are recorded in production against a black-body radiator at the same temperature for two different integration times.
5. Procedure according to one of the preceding patent claims, characterized in that the reference images are taken for integration times within the millisecond range and with a difference in the integration time in the order of 10 milliseconds.
6. Computer program comprising program code, which, when the said program code is executed in a computer, causes the said computer to carry out the procedure according to one of Patent Claims 1-4.
7. Computer program product comprising a computer-readable medium and a computer program according to Patent Claim 6, the said computer program being included in the said computer-readable medium.
PCT/SE2013/000166 2012-11-01 2013-10-30 Procedure for mapping when capturing video streams by means of a camera Ceased WO2014070062A1 (en)

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SE1230112A SE536679C2 (en) 2012-11-01 2012-11-01 Procedure for mapping when recording video streams by camera
SE1230112-3 2012-11-01

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Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11659292B2 (en) 2017-12-29 2023-05-23 FLIR Systemes AB Image output adjustment responsive to integration time changes for infrared imaging devices
US10926855B2 (en) 2018-11-01 2021-02-23 Brunswick Corporation Methods and systems for controlling low-speed propulsion of a marine vessel
US11198494B2 (en) 2018-11-01 2021-12-14 Brunswick Corporation Methods and systems for controlling propulsion of a marine vessel to enhance proximity sensing in a marine environment
US11794865B1 (en) 2018-11-21 2023-10-24 Brunswick Corporation Proximity sensing system and method for a marine vessel
US11443637B2 (en) 2018-11-21 2022-09-13 Brunswick Corporation Proximity sensing system and method for a marine vessel
US11436927B2 (en) 2018-11-21 2022-09-06 Brunswick Corporation Proximity sensing system and method for a marine vessel with automated proximity sensor location estimation
US11403955B2 (en) 2018-12-14 2022-08-02 Brunswick Corporation Marine propulsion control system and method with proximity-based velocity limiting
US11373537B2 (en) 2018-12-21 2022-06-28 Brunswick Corporation Marine propulsion control system and method with collision avoidance override
US11257378B2 (en) 2019-01-31 2022-02-22 Brunswick Corporation Marine propulsion control system and method
US11702178B2 (en) 2019-01-31 2023-07-18 Brunswick Corporation Marine propulsion control system, method, and user interface for marine vessel docking and launch
FR3139261B1 (en) * 2022-08-29 2025-05-16 Safran Electronics & Defense Method of using an infrared camera
US12559217B1 (en) 2024-01-03 2026-02-24 Brunswick Corporation Marine propulsion control systems and methods with buffer zone adaptation
US12457420B1 (en) 2024-02-05 2025-10-28 Brunswick Corporation Systems and methods for adjusting a field of view of a vision system on a marine vessel

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0601534A1 (en) * 1992-12-07 1994-06-15 Hughes Aircraft Company Wide dynamic range non-uniformity compensation for infrared focal plane arrays
US20030183765A1 (en) * 2002-03-26 2003-10-02 Lockheed Martin Corporation Method and system for target detection using an infra-red sensor
WO2008107117A1 (en) * 2007-03-02 2008-09-12 Thermosensorik Gmbh Method and device for adaptively altering an integration time of an infrared sensor
US20110164139A1 (en) * 2008-06-19 2011-07-07 Flir Systems Ab Device for imaging within the ir range
US20120200714A1 (en) * 2009-10-22 2012-08-09 Christophe Minassian Method for correcting images output by a detector without temperature regulation and detector implementing such a method

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2859279B1 (en) * 2003-09-03 2005-11-25 Jobin Yvon Sas DEVICE AND METHOD FOR SPECTROSCOPIC MEASUREMENT WITH AN IMAGING DEVICE COMPRISING A PHOTODETECTORS MATRIX
US8373757B1 (en) * 2009-02-23 2013-02-12 Flir Systems, Inc. Flat field correction for infrared cameras
US20120133776A1 (en) * 2010-02-24 2012-05-31 Nova Research, Inc. Low contrast midwave flir implementation
JP5672147B2 (en) * 2011-05-24 2015-02-18 コニカミノルタ株式会社 Chest diagnosis support information generation system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0601534A1 (en) * 1992-12-07 1994-06-15 Hughes Aircraft Company Wide dynamic range non-uniformity compensation for infrared focal plane arrays
US20030183765A1 (en) * 2002-03-26 2003-10-02 Lockheed Martin Corporation Method and system for target detection using an infra-red sensor
WO2008107117A1 (en) * 2007-03-02 2008-09-12 Thermosensorik Gmbh Method and device for adaptively altering an integration time of an infrared sensor
US20110164139A1 (en) * 2008-06-19 2011-07-07 Flir Systems Ab Device for imaging within the ir range
US20120200714A1 (en) * 2009-10-22 2012-08-09 Christophe Minassian Method for correcting images output by a detector without temperature regulation and detector implementing such a method

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