30 Years Later: Has CVD Research Changed the World?

It is arguable that academics working in accessibility want to improve lives. Last year marked 30 years since the first accessible computing publication [46] on supporting people with Color Vision Deficiency (CVD - commonly called colorblindness), making it a great time to review the CVD academic research that has been completed since then and assess its broad availability to the general population. In this paper, we identify seven central themes in the CVD academic literature, and employ a novel technique (PDI - Persona Driven Inquiry) to explore if and how that literature is available to the general public. Subject to some limitations, we found that this research is indeed available.

[1]  B. Cole,et al.  The handicap of abnormal colour vision , 2004, Clinical & experimental optometry.

[2]  C. Rrigden,et al.  The eye of the beholder' -Designing for colour-blind users , 1999 .

[3]  J. D. Mollon,et al.  What do colour-blind people see? , 1995, Nature.

[4]  David R. Flatla,et al.  SPRWeb: preserving subjective responses to website colour schemes through automatic recolouring , 2013, CHI.

[5]  Júlio Cesar dos Reis,et al.  Understanding interface recoloring aspects by colorblind people: a user study , 2018, Universal Access in the Information Society.

[6]  Fong-Gong Wu,et al.  Texture Recognition for Users with Color Vision Deficiencies , 2015, HCI.

[7]  Morten Fjeld,et al.  HaptiColor: Interpolating Color Information as Haptic Feedback to Assist the Colorblind , 2016, CHI.

[8]  Manuel Menezes de Oliveira Neto,et al.  Using Patterns to Encode Color Information for Dichromats , 2013, IEEE Transactions on Visualization and Computer Graphics.

[9]  A. Piro,et al.  Colour blindness in everyday life and car driving. , 2004, Acta ophthalmologica Scandinavica.

[10]  David R. Flatla,et al.  Checklist for Daltonization methods: Requirements and characteristics of a good recolouring method , 2017, Color Imaging: Displaying, Processing, Hardcopy, and Applications.

[11]  Haider Butt,et al.  Contact Lenses for Color Blindness , 2018, Advanced healthcare materials.

[12]  David R. Flatla,et al.  ACE , 2017, ACM Trans. Access. Comput..

[13]  A. Denniston,et al.  Development and validation of a questionnaire assessing the quality of life impact of Colour Blindness (CBQoL) , 2017, BMC Ophthalmology.

[14]  Terri L. Holtze The Web Designer's Guide to Color Research , 2006 .

[15]  Irwin M. Siegil The X-Chrom lens. On seeing red. , 1981 .

[16]  Shengdong Zhao,et al.  ColorBless , 2015, ACM Trans. Comput. Hum. Interact..

[17]  Cynthia A. Brewer,et al.  ColorBrewer in Print: A Catalog of Color Schemes for Maps , 2003 .

[18]  David R. Flatla Individualized Models of Colour Differentiation through Situation-Specific Modelling , 2013 .

[19]  J D Mollon,et al.  Computerized simulation of color appearance for dichromats. , 1997, Journal of the Optical Society of America. A, Optics, image science, and vision.

[20]  Je In You,et al.  Image Processing With Color Compensation Using LCD Display for Color Vision Deficiency , 2016, Journal of Display Technology.

[21]  Carol Kaufman-Scarborough,et al.  Seeing Through the Eyes of the Color-Deficient Shopper: Consumer Issues for Public Policy , 2000 .

[22]  Quantitative assessment of commercial filter ‘aids’ for red‐green colour defectives , 2010, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[23]  Rainer Stiefelhagen,et al.  Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics , 2008, EURASIP J. Image Video Process..

[24]  Manuel Menezes de Oliveira Neto,et al.  Eurographics/ Ieee-vgtc Symposium on Visualization 2010 Real-time Temporal-coherent Color Contrast Enhancement for Dichromats , 2022 .

[25]  David R. Flatla,et al.  ColourID: Improving Colour Identification for People with Impaired Colour Vision , 2015, CHI.

[26]  Gregg C. Vanderheiden,et al.  Web Content Accessibility Guidelines 1.0 W3C DRAFT Proposed Recommendation , 1999 .

[27]  Shirley Ann Becker,et al.  Software Tools for the Effective Use of Color in Web Designs , 2004, DG.O.

[28]  Manabu Ichikawa,et al.  Web-Page Color Modification for Barrier-Free Color Vision with Genetic Algorithm , 2003, GECCO.

[29]  Po-Chieh Hung,et al.  A Colour Conversion Method Which Allows Colourblind and Normal-Vision People Share Documents with Colour Content (画像技術特集) , 2013 .

[30]  Manuel Menezes de Oliveira Neto,et al.  An Efficient Naturalness-Preserving Image-Recoloring Method for Dichromats , 2008, IEEE Transactions on Visualization and Computer Graphics.

[31]  María Vanrell,et al.  Coloresia: An Interactive Colour Perception Device for the Visually Impaired , 2013, Multimodal Interaction in Image and Video Applications.

[32]  Donald P. Greenberg,et al.  Color-defective vision and computer graphics displays , 1988, IEEE Computer Graphics and Applications.

[33]  Jay Neitz,et al.  Gene therapy for red-green colour blindness in adult primates , 2009, Nature.

[34]  Rod McCall,et al.  Colorizer: Smart Glasses Aid for the Colorblind , 2015, WearSys '15.

[35]  Fong-Gong Wu,et al.  The composition of visual texture design on surface for color vision deficiency (CVD) , 2019, Comput. Hum. Behav..

[36]  David R. Flatla,et al.  "So that's what you see": building understanding with personalized simulations of colour vision deficiency , 2012, ASSETS '12.

[37]  Ken Wakita,et al.  SmartColor: disambiguation framework for the colorblind , 2005, Assets '05.

[38]  David R. Flatla,et al.  Real-Time Mobile Personalized Simulations of Impaired Colour Vision , 2016, ASSETS.

[39]  Robert Geist,et al.  Re‐coloring Images for Gamuts of Lower Dimension , 2005, Comput. Graph. Forum.

[40]  Edward K. Wong,et al.  Quantification and Standardized Description of Color Vision Deficiency Caused by Anomalous Trichromats—Part II: Modeling and Color Compensation , 2008, EURASIP J. Image Video Process..

[41]  Richard Harvey,et al.  Accommodating color blind computer users , 2006, Assets '06.

[42]  Nadir Weibel,et al.  Chroma: a wearable augmented-reality solution for color blindness , 2014, UbiComp.

[43]  M G Whillans,et al.  Color Defective Drivers and Safety , 1992, Optometry and vision science : official publication of the American Academy of Optometry.

[44]  Manabu Ichikawa,et al.  Preliminary study on color modification for still images to realize barrier-free color vision , 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

[45]  Manuel Menezes de Oliveira Neto,et al.  A Physiologically-based Model for Simulation of Color Vision Deficiency , 2009, IEEE Transactions on Visualization and Computer Graphics.

[46]  H A Swarbrick,et al.  The ChromaGen contact lens system: colour vision test results and subjective responses , 2001, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[47]  R. Huertas,et al.  Do EnChroma glasses improve color vision for colorblind subjects? , 2018, Optics express.

[48]  Gregg C. Vanderheiden,et al.  Web content accessibility guidelines 1.0 , 2001, INTR.

[49]  Yong Man Ro,et al.  Color Compensation for Anomalous Trichromats Based on Error Score of FM-100 Hue Test , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[50]  Thea M. van der Geest Mixing up colors: colors in the interface , 2005 .

[51]  B. Cole,et al.  Search for coloured objects in natural surroundings by people with abnormal colour vision , 2006, Clinical & experimental optometry.

[52]  Jeho Nam,et al.  Visual content adaptation according to user perception characteristics , 2005, IEEE Transactions on Multimedia.

[53]  W. Hauswirth,et al.  Restoration of cone vision in a mouse model of achromatopsia , 2007, Nature Medicine.

[54]  E. Dolgin Colour blindness corrected by gene therapy , 2009 .

[55]  Robert Geist,et al.  Smart Depiction for Visual Communication Detail Preserving Reproduction of Color Images for , 2022 .

[56]  Barry L Cole,et al.  Visual search and the conspicuity of coloured targets for colour vision normal and colour vision deficient observers , 2004, Clinical & experimental optometry.

[57]  J. Voke The industrial consequences of deficiencies of colour vision , 1976 .

[58]  Jinhui Chao,et al.  Fast Color-Weakness Compensation with Discrimination Threshold Matching , 2011, CCIW.

[59]  Gregg C. Vanderheiden,et al.  Web Content Accessibility Guidelines (WCAG) 2.0 , 2008 .

[60]  Kees van den Doel,et al.  SOUNDVIEW: SENSING COLOR IMAGES BY KINESTHETIC AUDIO , 2003 .

[61]  Itala Kucsera,et al.  Enhancing color representation for anomalous trichromats on CRT monitors , 2001 .

[62]  Amir Sadovnik,et al.  Image level color classification for colorblind assistance , 2017, 2017 IEEE International Conference on Image Processing (ICIP).

[63]  Chun-Rong Huang,et al.  Key Color Priority Based Image Recoloring for Dichromats , 2010, PCM.

[64]  B. L. Cole,et al.  Defective colour vision is a risk factor in driving , 1997 .

[65]  B L Cole,et al.  What Do Color Vision Defectives Say About Everyday Tasks? , 1989, Optometry and vision science : official publication of the American Academy of Optometry.

[66]  P. Cumberland,et al.  Impact of congenital colour vision deficiency on education and unintentional injuries: findings from the 1958 British birth cohort , 2004, BMJ : British Medical Journal.