{"id":"https://openalex.org/W4304087115","doi":"https://doi.org/10.1145/3503161.3548259","title":"Best of Both Worlds: See and Understand Clearly in the Dark","display_name":"Best of Both Worlds: See and Understand Clearly in the Dark","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304087115","doi":"https://doi.org/10.1145/3503161.3548259"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3548259","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3548259","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","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/A5041886694","display_name":"Xinwei Xue","orcid":"https://orcid.org/0000-0003-0082-3034"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwei Xue","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324430","display_name":"Jia He","orcid":"https://orcid.org/0000-0002-7694-6922"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia He","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037377300","display_name":"Long Ma","orcid":"https://orcid.org/0000-0001-5125-0198"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Ma","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784213","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0001-8659-4724"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057776894","display_name":"Xin Fan","orcid":"https://orcid.org/0000-0002-8991-4188"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Fan","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042370642","display_name":"Risheng Liu","orcid":"https://orcid.org/0000-0002-9554-0565"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Risheng Liu","raw_affiliation_strings":["Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian University of Technology &amp; Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2154","last_page":"2162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.8394186496734619},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5865087509155273},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5408338904380798},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5246665477752686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5235528349876404},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4915185868740082},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44102802872657776},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44060489535331726},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.41584721207618713},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41398653388023376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3343404531478882},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08798983693122864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8394186496734619},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5865087509155273},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5408338904380798},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5246665477752686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5235528349876404},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4915185868740082},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44102802872657776},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44060489535331726},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.41584721207618713},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41398653388023376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3343404531478882},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08798983693122864},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3503161.3548259","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3548259","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G40321619","display_name":null,"funder_award_id":"61806036,61976037,61932020,61922019,61733002,62027826","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1982471090","https://openalex.org/W2016622085","https://openalex.org/W2102166818","https://openalex.org/W2116899452","https://openalex.org/W2254039850","https://openalex.org/W2340897893","https://openalex.org/W2566376500","https://openalex.org/W2893333553","https://openalex.org/W2950335850","https://openalex.org/W2963307811","https://openalex.org/W2963566548","https://openalex.org/W2964309882","https://openalex.org/W2981718299","https://openalex.org/W3000172657","https://openalex.org/W3013338555","https://openalex.org/W3026092005","https://openalex.org/W3034347506","https://openalex.org/W3034539499","https://openalex.org/W3092900959","https://openalex.org/W3108316907","https://openalex.org/W3119525307","https://openalex.org/W3120540810","https://openalex.org/W3121661546","https://openalex.org/W3147590024","https://openalex.org/W3159250660","https://openalex.org/W3214264009","https://openalex.org/W4221107295","https://openalex.org/W4280538209","https://openalex.org/W4288083147","https://openalex.org/W6675513234","https://openalex.org/W6755037456","https://openalex.org/W6777179611"],"related_works":["https://openalex.org/W2402761219","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W3186538219","https://openalex.org/W2365677836","https://openalex.org/W2531295127","https://openalex.org/W2483129100"],"abstract_inverted_index":{"Recently,":[0],"with":[1],"the":[2,7,32,46,83,89,107,113,117,121,126,137,153],"development":[3],"of":[4,9,31,42,116,139,155,169],"intelligent":[5],"technology,":[6],"perception":[8],"low-light":[10],"scenes":[11],"has":[12],"been":[13],"gaining":[14],"widespread":[15],"attention.":[16],"However,":[17],"existing":[18],"techniques":[19],"usually":[20],"focus":[21],"on":[22],"only":[23],"one":[24],"task":[25,84],"(e.g.,":[26,34,67],"enhancement)":[27],"and":[28,64,94,165],"lose":[29],"sight":[30],"others":[33],"detection),":[35],"making":[36],"it":[37],"difficult":[38],"to":[39,81,110,142,150,175],"perform":[40],"all":[41],"them":[43],"well":[44],"at":[45,183],"same":[47],"time.":[48],"To":[49,86],"overcome":[50],"this":[51],"limitation,":[52],"we":[53,76,98],"propose":[54],"a":[55,72,78,100],"new":[56,101],"method":[57,157],"that":[58],"can":[59],"handle":[60],"visual":[61],"quality":[62],"enhancement":[63],"semantic-related":[65],"tasks":[66,93,131],"detection,":[68,164],"segmentation)":[69],"simultaneously":[70],"in":[71,91,132,162],"unified":[73],"framework.":[74],"Specifically,":[75],"build":[77],"cascaded":[79,118],"architecture":[80],"meet":[82],"requirements.":[85],"better":[87],"enhance":[88],"entanglement":[90],"both":[92],"achieve":[95],"mutual":[96],"guidance,":[97],"develop":[99],"contrastive-alternative":[102],"learning":[103,106,123,141],"strategy":[104],"for":[105],"model":[108],"parameters,":[109],"largely":[111],"improve":[112],"representational":[114],"capacity":[115],"architecture.":[119],"Notably,":[120],"contrastive":[122,140],"mechanism":[124],"establishes":[125],"communication":[127],"between":[128],"two":[129],"objective":[130],"essence,":[133],"which":[134],"actually":[135],"extends":[136],"capability":[138],"some":[143],"extent.":[144],"Finally,":[145],"extensive":[146],"experiments":[147],"are":[148,172],"performed":[149],"fully":[151],"validate":[152],"advantages":[154],"our":[156,177],"over":[158],"other":[159],"state-of-the-art":[160],"works":[161],"enhancement,":[163],"segmentation.":[166],"A":[167],"series":[168],"analytical":[170],"evaluations":[171],"also":[173],"conducted":[174],"reveal":[176],"effectiveness.":[178],"The":[179],"code":[180],"is":[181],"available":[182],"https://github.com/k914/contrastive-alternative-learning.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
