{"id":"https://openalex.org/W1997435908","doi":"https://doi.org/10.1109/icip.2014.7025716","title":"Improving dermoscopy image analysis using color constancy","display_name":"Improving dermoscopy image analysis using color constancy","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1997435908","doi":"https://doi.org/10.1109/icip.2014.7025716","mag":"1997435908"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2014.7025716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018897159","display_name":"Catarina Barata","orcid":"https://orcid.org/0000-0002-2852-7723"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Catarina Barata","raw_affiliation_strings":["ISR, Instituto Superior Tecnico, Lisboa, Portugal","ISR, Instituto Superior T\u00e9cnico, Lisboa, Portugal#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISR, Instituto Superior Tecnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I4387152517"]},{"raw_affiliation_string":"ISR, Instituto Superior T\u00e9cnico, Lisboa, Portugal#TAB#","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071738210","display_name":"Jorge S. Marques","orcid":"https://orcid.org/0000-0002-3800-7756"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jorge S. Marques","raw_affiliation_strings":["ISR, Instituto Superior Tecnico, Lisboa, Portugal","ISR, Instituto Superior T\u00e9cnico, Lisboa, Portugal#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISR, Instituto Superior Tecnico, Lisboa, Portugal","institution_ids":["https://openalex.org/I4387152517"]},{"raw_affiliation_string":"ISR, Instituto Superior T\u00e9cnico, Lisboa, Portugal#TAB#","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007288104","display_name":"M. Emre Celebi","orcid":"https://orcid.org/0000-0002-2721-6317"},"institutions":[{"id":"https://openalex.org/I26489229","display_name":"Louisiana State University in Shreveport","ror":"https://ror.org/02c4cbt39","country_code":"US","type":"education","lineage":["https://openalex.org/I26489229"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Emre Celebi","raw_affiliation_strings":["Louisiana State University, Shreveport, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, Shreveport, USA","institution_ids":["https://openalex.org/I26489229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.3419,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.98151951,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9943000078201294,"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/T11144","display_name":"melanin and skin pigmentation","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7682884931564331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7629220485687256},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7272114157676697},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.6576414704322815},{"id":"https://openalex.org/keywords/color-constancy","display_name":"Color constancy","score":0.6062560081481934},{"id":"https://openalex.org/keywords/color-balance","display_name":"Color balance","score":0.42131954431533813},{"id":"https://openalex.org/keywords/color-histogram","display_name":"Color histogram","score":0.4208485186100006},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.41096311807632446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39997023344039917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3377065658569336},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2762380838394165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682884931564331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7629220485687256},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7272114157676697},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.6576414704322815},{"id":"https://openalex.org/C187888035","wikidata":"https://www.wikidata.org/wiki/Q2563885","display_name":"Color constancy","level":3,"score":0.6062560081481934},{"id":"https://openalex.org/C159784718","wikidata":"https://www.wikidata.org/wiki/Q182571","display_name":"Color balance","level":5,"score":0.42131954431533813},{"id":"https://openalex.org/C12043971","wikidata":"https://www.wikidata.org/wiki/Q2636542","display_name":"Color histogram","level":5,"score":0.4208485186100006},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.41096311807632446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39997023344039917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3377065658569336},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2762380838394165},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2014.7025716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2014.7025716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325582","display_name":"Karl-Franzens-Universit\u00e4t Graz","ror":"https://ror.org/01faaaf77"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W94037345","https://openalex.org/W1044489389","https://openalex.org/W1534426948","https://openalex.org/W1590915775","https://openalex.org/W1597084354","https://openalex.org/W1973562395","https://openalex.org/W1996828958","https://openalex.org/W2004038883","https://openalex.org/W2031711133","https://openalex.org/W2035247099","https://openalex.org/W2052090926","https://openalex.org/W2061253660","https://openalex.org/W2061576204","https://openalex.org/W2072546899","https://openalex.org/W2076205488","https://openalex.org/W2080451630","https://openalex.org/W2100001370","https://openalex.org/W2131846894","https://openalex.org/W2135036722","https://openalex.org/W2148078751","https://openalex.org/W2163100136","https://openalex.org/W6603906065","https://openalex.org/W6666191125"],"related_works":["https://openalex.org/W1806074025","https://openalex.org/W2349299344","https://openalex.org/W1981206111","https://openalex.org/W2380673039","https://openalex.org/W2355217042","https://openalex.org/W2094705558","https://openalex.org/W2536139236","https://openalex.org/W2382864128","https://openalex.org/W2348871475","https://openalex.org/W2294493990"],"abstract_inverted_index":{"Several":[0],"methods":[1,15],"have":[2],"been":[3],"proposed":[4],"to":[5,18,68],"detect":[6],"melanomas":[7],"in":[8,51],"dermoscopy":[9],"images.":[10,83],"However,":[11],"most":[12],"of":[13,62,72,96],"these":[14],"are":[16],"tuned":[17],"specific":[19],"acquisition":[20,30,74],"conditions.":[21],"That":[22],"is,":[23],"their":[24],"performance":[25,95],"is":[26,41],"affected":[27],"when":[28,34],"the":[29,60,70,73,77,82,94],"setup":[31,75],"changes":[32],"or":[33],"data":[35],"comes":[36],"from":[37,81],"multiple":[38],"sources.":[39],"This":[40],"what":[42],"happens":[43],"with":[44],"EDRA":[45],"database":[46],"that":[47,66,86],"contains":[48],"images":[49],"acquired":[50],"three":[52],"different":[53,98],"hospitals.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"discuss":[59],"use":[61],"color":[63,78,87],"compensation":[64,88],"techniques":[65],"try":[67],"reduce":[69],"influence":[71],"on":[76,93],"features":[79],"extracted":[80],"We":[84],"show":[85],"provides":[89],"a":[90],"significant":[91],"improvement":[92],"two":[97],"systems.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}