Digital video colourmaps for checking the legibility of displays by dichromats
Abstract
We propose replacement colourmaps that allow a designer to check the colours seen by protanopes and deuteranopes. Construction of the colourmaps is based on the LMS specification of the primaries of a standard video monitor and has been carried out for 256 colours, including 216 colours that are common to many graphics applications of MS Windows and Macintosh computing environments. © 1999 John Wiley & Sons, Inc. Col Res Appl, 24, 243–252, 1999
Citing Literature
Number of times cited according to CrossRef: 67
- Stamatis Chatzistamatis, Anastasios Rigos, George E. Tsekouras, Image Recoloring of Art Paintings for the Color Blind Guided by Semantic Segmentation, Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 10.1007/978-3-030-48791-1_20, (261-273), (2020).
- Yujun Liu, Shi Bao, Chuanying Yang, Shaoying Ma, undefined, 2020 IEEE 5th International Conference on Image, Vision and Computing (ICIVC), 10.1109/ICIVC50857.2020.9177463, (86-91), (2020).
- Soo-Kyeong Kang, Chul Lee, Chang-Su Kim, undefined, 2020 IEEE International Conference on Image Processing (ICIP), 10.1109/ICIP40778.2020.9190999, (1048-1052), (2020).
- Keiko Sato, Takaaki Inoue, Shuto Tamura, Hironori Takimoto, Discrimination of colors by red–green color vision-deficient observers through digitally generated red filter, Visual Neuroscience, 10.1017/S0952523818000068, 36, (2019).
- Alessandro Bruno, Francesco Gugliuzza, Edoardo Ardizzone, Calogero Carlo Giunta, Roberto Pirrone, Image Content Enhancement Through Salient Regions Segmentation for People With Color Vision Deficiencies, i-Perception, 10.1177/2041669519841073, 10, 3, (204166951984107), (2019).
- Silviya Hasana, Yuichiro Fujimoto, Alexander Plopski, Masayuki Kanbara, Hirokazu Kato, undefined, 2019 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 10.1109/ISMAR-Adjunct.2019.00-38, (243-244), (2019).
- Meng Meng, Go Tanaka, undefined, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 10.1109/APSIPAASC47483.2019.9023294, (1417-1422), (2019).
- J. G. Fennell, L. Talas, R. J. Baddeley, I. C. Cuthill, N. E. Scott-Samuel, Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system, Journal of The Royal Society Interface, 10.1098/rsif.2019.0183, 16, 154, (20190183), (2019).
- Madalena Ribeiro, Abel J. P. Gomes, Recoloring Algorithms for Colorblind People, ACM Computing Surveys, 10.1145/3329118, 52, 4, (1-37), (2019).
- Christopher A. Thorstenson, Adam D. Pazda, Andrew J. Elliot, Social Perception of Facial Color Appearance for Human Trichromatic Versus Dichromatic Color Vision, Personality and Social Psychology Bulletin, 10.1177/0146167219841641, (014616721984164), (2019).
- Akiyo Yasui, Go Tanaka, Experimental method of judging suitability of simulation model for dichromatic color appearance, Optical Review, 10.1007/s10043-019-00570-y, (2019).
- Mohd Fikree Hassan, Flexible color contrast enhancement method for red-green deficiency, Multidimensional Systems and Signal Processing, 10.1007/s11045-019-00638-7, (2019).
- undefined, Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems - CHI '18, 10.1145/3173574.3173964, (1-12), (2018).
- Garreth W. Tigwell, David R. Flatla, Neil D. Archibald, ACE, ACM Transactions on Accessible Computing, 10.1145/3014588, 9, 2, (1-32), (2017).
- undefined, Proceedings of the 3rd International Conference on Communication and Information Processing - ICCIP '17, 10.1145/3162957.3163011, (444-448), (2017).
- Mohd Fikree Hassan, Raveendran Paramesran, Naturalness preserving image recoloring method for people with red–green deficiency, Signal Processing: Image Communication, 10.1016/j.image.2017.05.011, 57, (126-133), (2017).
- Wei-Ta Chu, Tsung-Han Yang, A Study of Combining Re-coloring and Adding Patterns to Images for Dichromats, Computer Vision – ACCV 2016 Workshops, 10.1007/978-3-319-54407-6_15, (225-238), (2017).
- Shi BAO, Go TANAKA, Hakaru TAMUKOH, Noriaki SUETAKE, Lightness Modification Method Considering Craik-O'Brien Effect for Protanopia and Deuteranopia, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 10.1587/transfun.E99.A.2008, E99.A, 11, (2008-2011), (2016).
- Yoshihiro SEJIMA, Hironori TAKIMOTO, Yoichiro SATO, Ken MATSUDA, Effect of Changes in Face Color on Emotion Perception in Color Vision Deficiency, Transactions of Japan Society of Kansei Engineering, 10.5057/jjske.TJSKE-D-15-00056, 15, 1, (7-14), (2016).
- undefined, Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16, 10.1145/2858036.2858077, (2693-2704), (2016).
- Joschua Thomas Simon-Liedtke, Ivar Farup, Evaluating color vision deficiency daltonization methods using a behavioral visual-search method, Journal of Visual Communication and Image Representation, 10.1016/j.jvcir.2015.12.014, 35, (236-247), (2016).
- Hideaki Orii, Hideaki Kawano, Noriaki Suetake, Hiroshi Maeda, Color Conversion for Color Blindness Employing Multilayer Neural Network with Perceptual Model, Image and Video Technology, 10.1007/978-3-319-29451-3_1, (3-14), (2016).
- Hiroshi Fukuda, Shintaro Hara, Ken Asakawa, Hitoshi Ishikawa, Makoto Noshiro, Mituaki Katuya, Computer Simulation of Color Confusion for Dichromats in Video Device Gamut under Proportionality Law, IPSJ Transactions on Computer Vision and Applications, 10.2197/ipsjtcva.7.41, 7, 0, (41-49), (2015).
- Shi Bao, Go Tanaka, Johji Tajima, Fundamental study of illumination transformation for color vision deficiencies, Optical Review, 10.1007/s10043-015-0055-z, 22, 1, (79-92), (2015).
- Neda Milić, Dragoljub Novaković, Branko Milosavljević, Enhancement of Image Content for Observers with Colour Vision Deficiencies, Color Image and Video Enhancement, 10.1007/978-3-319-09363-5, (315-343), (2015).
- Keuyhong Cho, Jusun Lee, Sanghoon Song, Dongil Han, Construction of Confusion Lines for Color Vision Deficiency and Verification by Ishihara Chart, IEIE Transactions on Smart Processing and Computing, 10.5573/IEIESPC.2015.4.4.272, 4, 4, (272-280), (2015).
- Sami Arpa, Tobias Ritschel, Karol Myszkowski, Tolga Çapın, Hans‐Peter Seidel, Purkinje Images: Conveying Different Content for Different Luminance Adaptations in a Single Image, Computer Graphics Forum, 10.1111/cgf.12463, 34, 1, (116-126), (2014).
- Luigi Troiano, Cosimo Birtolo, Genetic algorithms supporting generative design of user interfaces: Examples, Information Sciences, 10.1016/j.ins.2012.01.006, 259, (433-451), (2014).
- Polyxeni Sgouroglou, Christos-Nikolaos Anagnostopoulos, Modification of Colors in Images for Enhancing the Visual Perception of Protanopes, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 10.1007/978-3-662-44722-2_9, (73-84), (2014).
- A. Mereuta, S. Aupetit, N. Monmarché, M. Slimane, An Evolutionary Approach to Contrast Compensation for Dichromat Users, Artificial Evolution, 10.1007/978-3-319-11683-9_10, (118-128), (2014).
- Alina Mereuta, Sébastien Aupetit, Nicolas Monmarché, Mohamed Slimane, Using Bio-inspired Algorithm to Compensate Web Page Color Contrast for Dichromat Users, Swarm Intelligence Based Optimization, 10.1007/978-3-319-12970-9_9, (80-88), (2014).
- D. Eynard, A. Kovnatsky, M. M. Bronstein, Laplacian colormaps: a framework for structure‐preserving color transformations, Computer Graphics Forum, 10.1111/cgf.12295, 33, 2, (215-224), (2014).
- Sayoko Ueda, Gaku Kumagai, Yusuke Otaki, Shinya Yamaguchi, Shiro Kohshima, A Comparison of Facial Color Pattern and Gazing Behavior in Canid Species Suggests Gaze Communication in Gray Wolves (Canis lupus), PLoS ONE, 10.1371/journal.pone.0098217, 9, 6, (e98217), (2014).
- A. Mereuta, S. Aupetit, N. Monmarché, M. Slimane, Web Page Textual Color Contrast Compensation for CVD Users Using Optimization Methods, Journal of Mathematical Modelling and Algorithms in Operations Research, 10.1007/s10852-013-9239-3, 13, 4, (447-470), (2013).
- Yi‐Chun Chen, Yunge Guan, Tomoharu Ishikawa, Hiroaki Eto, Takehiro Nakatsue, Jinhui Chao, Miyoshi Ayama, Preference for color‐enhanced images assessed by color deficiencies, Color Research & Application, 10.1002/col.21795, 39, 3, (234-251), (2013).
- María José Luque, Dolores Fez, Pablo Acevedo, Software for simulating dichromatic perception of video streams, Color Research & Application, 10.1002/col.21816, 39, 5, (486-491), (2013).
- Yu Shirashige, Hideaki Orii, Hideaki Kawano, Hiroshi Maeda, Norikazu Ikoma, Chromatic Vision Support System with Color Conversion Constraints, Journal of Advanced Computational Intelligence and Intelligent Informatics, 10.20965/jaciii.2013.p0176, 17, 2, (176-184), (2013).
- undefined Hyun-Ji Kim, undefined Jae-Yun Jeong, undefined Yeo-Jin Yoon, undefined Young-Hyun Kim, undefined Sung-Jea Ko, undefined, 2012 IEEE International Conference on Consumer Electronics (ICCE), 10.1109/ICCE.2012.6162036, (602-603), (2012).
- J. Ruminski, M. Bajorek, J. Ruminska, J. Wtorek, A. Bujnowski, Computerized Color Processing for Dichromats, Human – Computer Systems Interaction: Backgrounds and Applications 2, 10.1007/978-3-642-23187-2_29, (453-470), (2012).
- Go TANAKA, Noriaki SUETAKE, Eiji UCHINO, Yellow-Blue Component Modification of Color Image for Protanopia or Deuteranopia, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 10.1587/transfun.E94.A.884, E94-A, 2, (884-888), (2011).
- Chun-Rong Huang, Kuo-Chuan Chiu, Chu-Song Chen, Temporal Color Consistency-Based Video Reproduction for Dichromats, IEEE Transactions on Multimedia, 10.1109/TMM.2011.2135844, 13, 5, (950-960), (2011).
- Shankaran Ramaswamy, Jeffery K. Hovis, Does Dichromatic Color Simulation Predict Color Identification Error Rates?, Optometry and Vision Science, 10.1097/OPX.0b013e31821bfb68, 88, 5, (621-627), (2011).
- Takuto Yanagida, Katsunori Okajima, Hidenori Mimura, Color Scheme Adjustment by Fuzzy Constraint Satisfaction for Three Types of Color Vision Deficiency, Transactions of the Japanese Society for Artificial Intelligence, 10.1527/tjsai.26.518, 26, 5, (518-526), (2011).
- Jinsan Park, Jongho Choi, Dongil Han, undefined, 2011 First ACIS/JNU International Conference on Computers, Networks, Systems and Industrial Engineering, 10.1109/CNSI.2011.33, (40-44), (2011).
- Chun-Rong Huang, Kuo-Chuan Chiu, Chu-Song Chen, Key Color Priority Based Image Recoloring for Dichromats, Advances in Multimedia Information Processing - PCM 2010, 10.1007/978-3-642-15696-0_59, (637-647), (2011).
- Go Tanaka, Noriaki Suetake, Eiji Uchino, Lightness modification of color image for protanopia and deuteranopia, Optical Review, 10.1007/s10043-010-0004-9, 17, 1, (14-23), (2010).
- Jacek Ruminski, Jerzy Wtorek, Joanna Ruminska, Mariusz Kaczmarek, Adam Bujnowski, Tomasz Kocejko, Artur Polinski, undefined, 3rd International Conference on Human System Interaction, 10.1109/HSI.2010.5514503, (634-641), (2010).
- Jinmi Leec, Wellington P dos Santos, undefined, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, 10.1109/IEMBS.2010.5627128, (6607-6610), (2010).
- Esther Perales, Francisco Miguel Martínez-Verdú, João Manuel Maciel Linhares, Sérgio Miguel Cardoso Nascimento, Number of discernible colors for color-deficient observers estimated from the MacAdam limits, Journal of the Optical Society of America A, 10.1364/JOSAA.27.002106, 27, 10, (2106), (2010).
- Tomoyuki OHKUBO, Kazuyuki KOBAYASHI, Kajiro WATANABE, Development of a Time-Sharing based Color Assisted Vision System for Color Defective Person, Transactions of Japan Society of Kansei Engineering, 10.5057/jjske.J090924-1, 9, 4, (645-651), (2010).
- Gustavo M. Machado, Manuel M. Oliveira, Real‐Time Temporal‐Coherent Color Contrast Enhancement for Dichromats, Computer Graphics Forum, 10.1111/j.1467-8659.2009.01701.x, 29, 3, (933-942), (2010).
- Go Tanaka, Noriaki Suetake, Eiji Uchino, undefined, 2009 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 10.1109/ISPACS.2009.5383778, (562-565), (2009).
- Paul Doliotis, George Tsekouras, Christos-Nikolaos Anagnostopoulos, Vassilis Athitsos, Intelligent Modification of Colors in Digitized Paintings for Enhancing the Visual Perception of Color-blind Viewers, Artificial Intelligence Applications and Innovations III, 10.1007/978-1-4419-0221-4_35, (293-301), (2009).
- G. LANDINI, G. PERRYER, Digital enhancement of haematoxylin‐ and eosin‐stained histological images for red–green colour‐blind observers, Journal of Microscopy, 10.1111/j.1365-2818.2009.03174.x, 234, 3, (293-301), (2009).
- Barry L Cole, The handicap of abnormal colour vision, Clinical and Experimental Optometry, 10.1111/j.1444-0938.2004.tb05056.x, 87, 4‐5, (258-275), (2009).
- John L Campbell, J Anthony B Spalding, Fraz A Mir, The description of physical signs of illness in photographs by physicians with abnormal colour vision, Clinical and Experimental Optometry, 10.1111/j.1444-0938.2004.tb05063.x, 87, 4‐5, (334-338), (2009).
- G.R. Kuhn, M.M. Oliveira, L. Fernandes, An Efficient Naturalness-Preserving Image-Recoloring Method for Dichromats, IEEE Transactions on Visualization and Computer Graphics, 10.1109/TVCG.2008.112, 14, 6, (1747-1754), (2008).
- undefined Go Tanaka, undefined Noriaki Suetake, undefined Eiji Uchino, undefined, 2008 IEEE International Conference on Systems, Man and Cybernetics, 10.1109/ICSMC.2008.4811414, (1014-1019), (2008).
- undefined Jibin Bao, undefined Yuanyuan Wang, undefined Yu Ma, undefined Xiaodong Gu, undefined, 2008 International Conference on Audio, Language and Image Processing, 10.1109/ICALIP.2008.4589958, (152-156), (2008).
- JOÃO M.M. LINHARES, PAULO D. PINTO, SÉRGIO M.C. NASCIMENTO, The number of discernible colors perceived by dichromats in natural scenes and the effects of colored lenses, Visual Neuroscience, 10.1017/S0952523808080620, 25, 3, (493-499), (2008).
- undefined Go Tanaka, undefined Noriaki Suetake, undefined Eiji Uchino, undefined, 2007 International Symposium on Intelligent Signal Processing and Communication Systems, 10.1109/ISPACS.2007.4445836, (112-115), (2007).
- Johannes Koch, Dirk Stegemann, Yehya Mohamad, Carlos A Velasco, Development of Automatic Web Accessibility Checking Modules for Advanced Quality Assurance Tools, Universal Acess in Human Computer Interaction. Coping with Diversity, 10.1007/978-3-540-73279-2, (406-413), (2007).
- Vassili A. Kovalev, Mining Dichromatic Colours from Video, Advances in Data Mining. Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 10.1007/11790853_34, (431-443), (2006).
- E. Simonetto, A. Saadane, Colour Image Watermarking using a Visual Sub-Band Decompositino, International Journal of Robotics and Automation, 10.2316/Journal.206.2005.2.206-2785, 20, 2, (2005).
- Vassili Kovalev, Maria Petrou, Optimising the Choice of Colours of an Image Database for Dichromats, Machine Learning and Data Mining in Pattern Recognition, 10.1007/11510888_45, (456-465), (2005).
- V.A. Kovalev, undefined, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004., 10.1109/ICPR.2004.1334414, (943-946 Vol.2), (2004).
- Yong Man Ro, Seungji Yang, Color adaptation for anomalous trichromats, International Journal of Imaging Systems and Technology, 10.1002/ima.20002, 14, 1, (16-20), (2004).




