{"id":"https://openalex.org/W4393149751","doi":"https://doi.org/10.1609/aaai.v38i2.27903","title":"Underwater Organism Color Fine-Tuning via Decomposition and Guidance","display_name":"Underwater Organism Color Fine-Tuning via Decomposition and Guidance","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393149751","doi":"https://doi.org/10.1609/aaai.v38i2.27903"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v38i2.27903","doi":"https://doi.org/10.1609/aaai.v38i2.27903","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i2.27903","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27903/27828","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27903/27828","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100688534","display_name":"Xiaofeng Cong","orcid":"https://orcid.org/0000-0001-8850-3507","observed_orcids":["https://orcid.org/0000-0001-8850-3507"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Cong","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094238230","display_name":"Jie Gui","orcid":"https://orcid.org/0000-0002-9450-1759","observed_orcids":["https://orcid.org/0000-0002-9450-1759"]},"institutions":[{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Gui","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, China\nEngineering Research Center of Blockchain Application, Supervision And Management, Southeast University, China\nMinistry of Education, Purple Mountain Laboratories, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, China\nEngineering Research Center of Blockchain Application, Supervision And Management, Southeast University, China\nMinistry of Education, Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350","https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100725527","display_name":"Junming Hou","orcid":"https://orcid.org/0000-0002-5860-5665","observed_orcids":["https://orcid.org/0000-0002-5860-5665"]},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junming Hou","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0642,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.95690331,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"38","issue":"2","first_page":"1389","last_page":"1398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater-image-enhancement","display_name":"underwater image enhancement","score":0.9869999885559082},{"id":"https://openalex.org/keywords/color-enhancement","display_name":"color enhancement","score":0.718999981880188},{"id":"https://openalex.org/keywords/self-reconstruction","display_name":"self-reconstruction","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6564427614212036},{"id":"https://openalex.org/C137858568","wikidata":"https://www.wikidata.org/wiki/Q7239","display_name":"Organism","level":2,"score":0.6134039163589478},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.502547025680542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.418388694524765},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3864825665950775},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.19584789872169495},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.19011318683624268},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18703335523605347},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17693880200386047},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.10471966862678528}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v38i2.27903","doi":"https://doi.org/10.1609/aaai.v38i2.27903","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i2.27903","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27903/27828","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v38i2.27903","doi":"https://doi.org/10.1609/aaai.v38i2.27903","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i2.27903","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27903/27828","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.5769000053405762}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3070022028","display_name":null,"funder_award_id":"62172090","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6986730364","display_name":null,"funder_award_id":"RF1028623097","funder_id":"https://openalex.org/F4320324856","funder_display_name":"Southeast University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324856","display_name":"Southeast University","ror":"https://ror.org/04ct4d772"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393149751.pdf","grobid_xml":"https://content.openalex.org/works/W4393149751.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W2181646778","https://openalex.org/W2474516010","https://openalex.org/W2562637781","https://openalex.org/W2784079831","https://openalex.org/W2909208433","https://openalex.org/W2925094354","https://openalex.org/W2947531946","https://openalex.org/W2956328874","https://openalex.org/W2963890275","https://openalex.org/W2970828071","https://openalex.org/W2999811308","https://openalex.org/W3004469096","https://openalex.org/W3014111670","https://openalex.org/W3039108591","https://openalex.org/W3097237744","https://openalex.org/W3106850582","https://openalex.org/W3118262371","https://openalex.org/W3120126474","https://openalex.org/W3143083573","https://openalex.org/W3164074091","https://openalex.org/W3169767072","https://openalex.org/W3171662571","https://openalex.org/W3172355168","https://openalex.org/W3182849571","https://openalex.org/W3197256147","https://openalex.org/W3200850290","https://openalex.org/W3201231642","https://openalex.org/W3207330441","https://openalex.org/W4211198541","https://openalex.org/W4221146478","https://openalex.org/W4221161982","https://openalex.org/W4221166782","https://openalex.org/W4225728089","https://openalex.org/W4226232129","https://openalex.org/W4245153788","https://openalex.org/W4281262963","https://openalex.org/W4282914989","https://openalex.org/W4285025661","https://openalex.org/W4285228564","https://openalex.org/W4292868219","https://openalex.org/W4294871818","https://openalex.org/W4295013851","https://openalex.org/W4296128870","https://openalex.org/W4296473479","https://openalex.org/W4304080507","https://openalex.org/W4307040579","https://openalex.org/W4310418676","https://openalex.org/W4312037479","https://openalex.org/W4312325222","https://openalex.org/W4312869969","https://openalex.org/W4312926817","https://openalex.org/W4313476004","https://openalex.org/W4315498985","https://openalex.org/W4320013936","https://openalex.org/W4321033361","https://openalex.org/W4321202100","https://openalex.org/W4322746704","https://openalex.org/W4322746840","https://openalex.org/W4381187558","https://openalex.org/W4382365354","https://openalex.org/W4382450087","https://openalex.org/W4383097869","https://openalex.org/W4386071708","https://openalex.org/W4387968232","https://openalex.org/W4388189239"],"related_works":["https://openalex.org/W4403813310","https://openalex.org/W4414271769","https://openalex.org/W7103137135","https://openalex.org/W4392743986","https://openalex.org/W2899508502","https://openalex.org/W4382118992","https://openalex.org/W4405351320","https://openalex.org/W3157502174","https://openalex.org/W4412566548","https://openalex.org/W4383723013"],"abstract_inverted_index":{"Due":[0,38],"to":[1,39,51,95,153],"the":[2,9,12,40,43,56,64,87,97,100,108,116,147,158,184,198,206],"wavelength":[3],"dependent":[4],"light":[5],"attenuation":[6],"and":[7,75,167,201],"scattering,":[8],"color":[10,73,76,81,98,109,117,161,177,202],"of":[11,30,42,58,84,91,99,112,118,160,205],"underwater":[13,20,33,44,102],"organism":[14],"usually":[15],"appears":[16],"distorted.":[17],"The":[18,80,209],"existing":[19,65,92],"image":[21,152,156],"enhancement":[22,60,74,82,144,199],"methods":[23],"mainly":[24],"focus":[25],"on":[26,183],"designing":[27],"networks":[28],"capable":[29],"generating":[31],"enhanced":[32,127,155,189],"organisms":[34,119,128],"with":[35,72,129,191],"fixed":[36],"color.":[37],"complexity":[41],"environment,":[45],"ground":[46],"truth":[47],"labels":[48],"are":[49,138,171],"difficult":[50],"obtain,":[52],"which":[53,124],"results":[54,190,195],"in":[55,120,140,214],"non-existence":[57],"perfect":[59],"effects.":[61],"Different":[62],"from":[63,149],"methods,":[66,93],"this":[67,105,134],"paper":[68],"proposes":[69],"an":[70,154],"algorithm":[71],"fine-tuning":[77,110,178,203],"(CECF)":[78],"capabilities.":[79],"behavior":[83,111],"CECF":[85,113],"is":[86,180,212],"same":[88],"as":[89],"that":[90],"aiming":[94],"restore":[96],"distorted":[101,151],"organism.":[103],"Beyond":[104],"general":[106],"purpose,":[107,135],"can":[114,125],"adjust":[115],"a":[121,150,168],"controlled":[122],"manner,":[123],"generate":[126],"diverse":[130],"colors.":[131,193],"To":[132],"achieve":[133],"four":[136],"processes":[137],"used":[139,172],"CECF.":[141,208],"A":[142,163,176],"supervised":[143],"process":[145,166,170,179],"learns":[146],"mapping":[148],"by":[157],"decomposition":[159],"code.":[162],"self":[164],"reconstruction":[165],"cross-reconstruction":[169],"for":[173,186],"content-invariant":[174],"learning.":[175],"designed":[181],"based":[182],"guidance":[185],"obtaining":[187],"various":[188],"different":[192],"Experimental":[194],"have":[196],"proven":[197],"ability":[200,204],"proposed":[207],"source":[210],"code":[211],"provided":[213],"https://github.com/Xiaofeng-life/CECF.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-03-26T00:00:00"}
