Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration

Commercial off-the-shelf digital cameras are inexpensive and easy-to-use instruments that can be used for quantitative scientific data acquisition if images are captured in raw format and processed so that they maintain a linear relationship with scene radiance. Here we describe the image-processing...

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Main Authors: Treibitz, Tali, Xiao, Bei, Gurkan, Umut Atakan, Allen, Justine J., Demirci, Utkan, Hanlon, Roger T., Akkaynak Yellin, Derya
Other Authors: Harvard University--MIT Division of Health Sciences and Technology
Format: Article
Language:en_US
Published: Optical Society of America 2014
Online Access:http://hdl.handle.net/1721.1/84097
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author Treibitz, Tali
Xiao, Bei
Gurkan, Umut Atakan
Allen, Justine J.
Demirci, Utkan
Hanlon, Roger T.
Akkaynak Yellin, Derya
author2 Harvard University--MIT Division of Health Sciences and Technology
author_facet Harvard University--MIT Division of Health Sciences and Technology
Treibitz, Tali
Xiao, Bei
Gurkan, Umut Atakan
Allen, Justine J.
Demirci, Utkan
Hanlon, Roger T.
Akkaynak Yellin, Derya
author_sort Treibitz, Tali
collection MIT
description Commercial off-the-shelf digital cameras are inexpensive and easy-to-use instruments that can be used for quantitative scientific data acquisition if images are captured in raw format and processed so that they maintain a linear relationship with scene radiance. Here we describe the image-processing steps required for consistent data acquisition with color cameras. In addition, we present a method for scene-specific color calibration that increases the accuracy of color capture when a scene contains colors that are not well represented in the gamut of a standard color-calibration target. We demonstrate applications of the proposed methodology in the fields of biomedical engineering, artwork photography, perception science, marine biology, and underwater imaging.
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spelling mit-1721.1/840972022-10-01T21:43:34Z Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration Treibitz, Tali Xiao, Bei Gurkan, Umut Atakan Allen, Justine J. Demirci, Utkan Hanlon, Roger T. Akkaynak Yellin, Derya Harvard University--MIT Division of Health Sciences and Technology Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences Massachusetts Institute of Technology. Department of Mechanical Engineering Akkaynak, Derya Akkaynak Yellin, Derya Xiao, Bei Demirci, Utkan Commercial off-the-shelf digital cameras are inexpensive and easy-to-use instruments that can be used for quantitative scientific data acquisition if images are captured in raw format and processed so that they maintain a linear relationship with scene radiance. Here we describe the image-processing steps required for consistent data acquisition with color cameras. In addition, we present a method for scene-specific color calibration that increases the accuracy of color capture when a scene contains colors that are not well represented in the gamut of a standard color-calibration target. We demonstrate applications of the proposed methodology in the fields of biomedical engineering, artwork photography, perception science, marine biology, and underwater imaging. National Science Foundation (U.S.) (Grant 1129897) United States. Office of Naval Research (Grant N0001406-1-0202) United States. Office of Naval Research (Grant N00014-10-1-0989) Grant R01AI093282 Grant R01AI081534 National Institutes of Health (U.S.) (NIH U54EB15408) 2014-01-21T16:13:23Z 2014-01-21T16:13:23Z 2014-01 2013-11 Article http://purl.org/eprint/type/JournalArticle 1084-7529 1520-8532 http://hdl.handle.net/1721.1/84097 Akkaynak, Derya, Tali Treibitz, Bei Xiao, Umut A. Gurkan, Justine J. Allen, Utkan Demirci, and Roger T. Hanlon. “Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration.” Journal of the Optical Society of America A 31, no. 2 (January 20, 2014): 312. © 2014 Optical Society of America en_US http://dx.doi.org/10.1364/JOSAA.31.000312 Journal of the Optical Society of America A Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf Optical Society of America Derya Akkaynak
spellingShingle Treibitz, Tali
Xiao, Bei
Gurkan, Umut Atakan
Allen, Justine J.
Demirci, Utkan
Hanlon, Roger T.
Akkaynak Yellin, Derya
Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title_full Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title_fullStr Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title_full_unstemmed Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title_short Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration
title_sort use of commercial off the shelf digital cameras for scientific data acquisition and scene specific color calibration
url http://hdl.handle.net/1721.1/84097
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