{"id":"https://openalex.org/W3149340975","doi":"https://doi.org/10.1109/tmm.2021.3070108","title":"Personalized Image Recoloring for Color Vision Deficiency Compensation","display_name":"Personalized Image Recoloring for Color Vision Deficiency Compensation","publication_year":2021,"publication_date":"2021-03-31","ids":{"openalex":"https://openalex.org/W3149340975","doi":"https://doi.org/10.1109/tmm.2021.3070108","mag":"3149340975"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2021.3070108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3070108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6046/9687854/09392365.pdf","source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6046/9687854/09392365.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001286007","display_name":"Zhenyang Zhu","orcid":"https://orcid.org/0000-0003-1023-3193"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhenyang Zhu","raw_affiliation_strings":["Graduate School of Engineering, University of Yamanashi, Kofu, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1023-3193","affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Yamanashi, Kofu, Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048048944","display_name":"Masahiro Toyoura","orcid":"https://orcid.org/0000-0002-5897-7573"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Toyoura","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5897-7573","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071453359","display_name":"Kentaro Go","orcid":"https://orcid.org/0000-0003-3451-7924"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kentaro Go","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3451-7924","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026360034","display_name":"Kenji Kashiwagi","orcid":"https://orcid.org/0000-0001-8506-8503"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Kashiwagi","raw_affiliation_strings":["Department of Ophthalmology, University of Yamanashi, Chuo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8506-8503","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, University of Yamanashi, Chuo, Japan","institution_ids":["https://openalex.org/I66906201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016480053","display_name":"Issei Fujishiro","orcid":"https://orcid.org/0000-0002-8898-730X"},"institutions":[{"id":"https://openalex.org/I203951103","display_name":"Keio University","ror":"https://ror.org/02kn6nx58","country_code":"JP","type":"education","lineage":["https://openalex.org/I203951103"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Issei Fujishiro","raw_affiliation_strings":["Department of Information and Computer Science, Keio University, Yokohama, Japan"],"raw_orcid":"https://orcid.org/0000-0002-8898-730X","affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Keio University, Yokohama, Japan","institution_ids":["https://openalex.org/I203951103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111861371","display_name":"Tien-Tsin Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tien-Tsin Wong","raw_affiliation_strings":["Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043255121","display_name":"Xiaoyang Mao","orcid":"https://orcid.org/0000-0001-9531-3197"},"institutions":[{"id":"https://openalex.org/I66906201","display_name":"University of Yamanashi","ror":"https://ror.org/059x21724","country_code":"JP","type":"education","lineage":["https://openalex.org/I66906201"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xiaoyang Mao","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9531-3197","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Yamanashi, Kofu, Japan","institution_ids":["https://openalex.org/I66906201"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2599,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.88988914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"24","issue":null,"first_page":"1721","last_page":"1734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/naturalness","display_name":"Naturalness","score":0.8324941396713257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763034462928772},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.754127025604248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7259021997451782},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6340562105178833},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47627681493759155},{"id":"https://openalex.org/keywords/color-contrast","display_name":"Color contrast","score":0.475078284740448},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.4544466435909271},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3997839689254761}],"concepts":[{"id":"https://openalex.org/C134537474","wikidata":"https://www.wikidata.org/wiki/Q17144832","display_name":"Naturalness","level":2,"score":0.8324941396713257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763034462928772},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.754127025604248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7259021997451782},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6340562105178833},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47627681493759155},{"id":"https://openalex.org/C2984178911","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Color contrast","level":2,"score":0.475078284740448},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.4544466435909271},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3997839689254761},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2021.3070108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3070108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6046/9687854/09392365.pdf","source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tmm.2021.3070108","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmm.2021.3070108","pdf_url":"https://ieeexplore.ieee.org/ielx7/6046/9687854/09392365.pdf","source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1182235442","display_name":"Corrected/Complemented Reality (CR) Technology for Improving Visual Perception in Patients with Age-Related Macular Degeneration","funder_award_id":"20K20408","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3820225641","display_name":"\u969c\u304c\u3044\u306e\u5ea6\u5408\u306b\u9069\u5fdc\u53ef\u80fd\u306a\u8272\u899a\u969c\u304c\u3044\u652f\u63f4\u7528\u8272\u5909\u63db\u6280\u8853\u306e\u958b\u767a","funder_award_id":"20J15406","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4357247490","display_name":"Computational Ophthalmology: Adaptive Vision Enhancement  for the Visually Impaired using Augment Reality","funder_award_id":"17H00738","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3149340975.pdf","grobid_xml":"https://content.openalex.org/works/W3149340975.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1480230340","https://openalex.org/W1975338529","https://openalex.org/W1978233252","https://openalex.org/W1991906508","https://openalex.org/W2005137440","https://openalex.org/W2006118026","https://openalex.org/W2033101041","https://openalex.org/W2043870933","https://openalex.org/W2055512048","https://openalex.org/W2064388896","https://openalex.org/W2066789264","https://openalex.org/W2071455957","https://openalex.org/W2101793629","https://openalex.org/W2104060123","https://openalex.org/W2116380212","https://openalex.org/W2117493512","https://openalex.org/W2119383995","https://openalex.org/W2123851435","https://openalex.org/W2128086789","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2161509693","https://openalex.org/W2164608909","https://openalex.org/W2169787065","https://openalex.org/W2468931608","https://openalex.org/W2617200159","https://openalex.org/W2897518192","https://openalex.org/W2918818563","https://openalex.org/W2932029951","https://openalex.org/W2940961047","https://openalex.org/W2944464059","https://openalex.org/W2945076737","https://openalex.org/W2952679562","https://openalex.org/W2983150043","https://openalex.org/W4241413129","https://openalex.org/W6668990524","https://openalex.org/W6694971969"],"related_works":["https://openalex.org/W1987421842","https://openalex.org/W2161229648","https://openalex.org/W2993674027","https://openalex.org/W2130228941","https://openalex.org/W2944464059","https://openalex.org/W2918818563","https://openalex.org/W2107046103","https://openalex.org/W2046401038","https://openalex.org/W2539985974","https://openalex.org/W2766620038"],"abstract_inverted_index":{"Several":[0],"image":[1],"recoloring":[2,73,130],"methods":[3,22],"have":[4],"been":[5],"proposed":[6,98,128],"to":[7,141],"compensate":[8],"for":[9,25],"the":[10,33,44,57,94,97,122,127,133],"loss":[11],"of":[12,32,36,46,56,60,96,115,121,144],"contrast":[13,87,138],"caused":[14],"by":[15,80,86],"color":[16],"vision":[17],"deficiency":[18],"(CVD).":[19],"However,":[20],"these":[21],"only":[23],"work":[24],"dichromacy":[26],"(a":[27],"case":[28,52],"in":[29,53],"which":[30,54,77],"one":[31,55],"three":[34,58],"types":[35,59],"cone":[37,61],"cells":[38,62],"loses":[39,64],"its":[40,65],"function":[41,84],"completely),":[42],"while":[43,146],"majority":[45],"CVD":[47,116,145],"is":[48,75],"anomalous":[49],"trichromacy":[50],"(another":[51],"partially":[63],"function).":[66],"In":[67],"this":[68],"paper,":[69],"a":[70,100],"novel":[71],"degree-adaptable":[72],"algorithm":[74],"presented,":[76],"recolors":[78],"images":[79],"minimizing":[81],"an":[82],"objective":[83],"constrained":[85],"enhancement":[88,139],"and":[89,106],"naturalness":[90,148],"preservation.":[91],"To":[92],"assess":[93],"effectiveness":[95],"method,":[99],"quantitative":[101],"evaluation":[102,123],"using":[103],"common":[104],"metrics":[105],"subjective":[107],"studies":[108],"involving":[109],"14":[110],"volunteers":[111],"with":[112],"varying":[113],"degrees":[114,143],"are":[117],"conducted.":[118],"The":[119],"results":[120],"experiment":[124],"show":[125],"that":[126],"personalized":[129],"method":[131],"outperforms":[132],"state-of-the-art":[134],"methods,":[135],"achieving":[136],"desirable":[137],"adapted":[140],"different":[142],"preserving":[147],"as":[149,151],"much":[150],"possible.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
