{"id":"https://openalex.org/W4392908102","doi":"https://doi.org/10.1109/tcsvt.2024.3377108","title":"Low-Light Salient Object Detection by Learning to Highlight the Foreground Objects","display_name":"Low-Light Salient Object Detection by Learning to Highlight the Foreground Objects","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392908102","doi":"https://doi.org/10.1109/tcsvt.2024.3377108"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3377108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3377108","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","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/A5002166815","display_name":"Xiao Lu","orcid":"https://orcid.org/0000-0003-0880-0160"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Lu","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100299978","display_name":"Yulin Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yulin Yuan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Western University, London, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381437","display_name":"Xing Liu","orcid":"https://orcid.org/0000-0001-8122-7095"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Liu","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040671303","display_name":"Lucai Wang","orcid":"https://orcid.org/0000-0003-3782-2350"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lucai Wang","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101932551","display_name":"Xuanyu Zhou","orcid":"https://orcid.org/0000-0003-0823-2247"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyu Zhou","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101783854","display_name":"Yimin Yang","orcid":"https://orcid.org/0000-0002-1131-2056"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]},{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Yimin Yang","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, China","Department of Electrical and Computer Engineering, Western University, Ontario, Canada"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002166815"],"corresponding_institution_ids":["https://openalex.org/I173759888"],"apc_list":null,"apc_paid":null,"fwci":5.4532,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9670693,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"34","issue":"8","first_page":"7712","last_page":"7724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","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/T11605","display_name":"Visual Attention and Saliency Detection","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/T11019","display_name":"Image Enhancement Techniques","score":0.9902999997138977,"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834580302238464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6359394192695618},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5760433673858643},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5721831321716309},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5515602827072144},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.44700127840042114},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3827381134033203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834580302238464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6359394192695618},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5760433673858643},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5721831321716309},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5515602827072144},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.44700127840042114},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3827381134033203}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3377108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3377108","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1380104141","display_name":null,"funder_award_id":"62007007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G235371551","display_name":null,"funder_award_id":"2022JJ30395","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"},{"id":"https://openalex.org/G3618990701","display_name":null,"funder_award_id":"2023JJ30415","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1894057436","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1954128991","https://openalex.org/W1994922096","https://openalex.org/W2002781701","https://openalex.org/W2039313011","https://openalex.org/W2068194118","https://openalex.org/W2081239020","https://openalex.org/W2086791339","https://openalex.org/W2100470808","https://openalex.org/W2133515615","https://openalex.org/W2146103513","https://openalex.org/W2157554677","https://openalex.org/W2171378720","https://openalex.org/W2194775991","https://openalex.org/W2254039850","https://openalex.org/W2740667773","https://openalex.org/W2744613561","https://openalex.org/W2799265886","https://openalex.org/W2799396445","https://openalex.org/W2895251968","https://openalex.org/W2923601983","https://openalex.org/W2938260698","https://openalex.org/W2939217524","https://openalex.org/W2948354154","https://openalex.org/W2961348656","https://openalex.org/W2962793481","https://openalex.org/W2962858109","https://openalex.org/W2963020481","https://openalex.org/W2963112696","https://openalex.org/W2963529609","https://openalex.org/W2963766909","https://openalex.org/W2963868681","https://openalex.org/W2984144959","https://openalex.org/W2987701848","https://openalex.org/W2997316506","https://openalex.org/W2998449272","https://openalex.org/W3034185160","https://openalex.org/W3034453930","https://openalex.org/W3035731588","https://openalex.org/W3048236698","https://openalex.org/W3103611212","https://openalex.org/W3107944836","https://openalex.org/W3119456559","https://openalex.org/W3121661546","https://openalex.org/W3141316140","https://openalex.org/W3143419403","https://openalex.org/W3149623420","https://openalex.org/W3173370190","https://openalex.org/W3174792937","https://openalex.org/W3197617356","https://openalex.org/W3203718853","https://openalex.org/W3204643350","https://openalex.org/W3207493400","https://openalex.org/W4206947033","https://openalex.org/W4221167637","https://openalex.org/W4283813802","https://openalex.org/W4285176133","https://openalex.org/W4285234777","https://openalex.org/W4294982611","https://openalex.org/W4312725970","https://openalex.org/W4390871817","https://openalex.org/W6638992375"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2369710579","https://openalex.org/W4327728159","https://openalex.org/W4394266730","https://openalex.org/W1990856605","https://openalex.org/W2053783616","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Previous":[0],"methods":[1],"in":[2,17,55,84,163,187],"salient":[3,53,122,160],"object":[4,123,161],"detection":[5,74,131,162],"(SOD)":[6],"mainly":[7],"focused":[8],"on":[9,181],"favorable":[10],"illumination":[11],"circumstances":[12],"while":[13],"neglecting":[14],"the":[15,23,39,52,59,91,96,100,104,116,121,155,188,191],"performance":[16],"low-light":[18,56,164,185],"condition,":[19],"which":[20,79,111],"significantly":[21],"impedes":[22],"development":[24],"of":[25,65,78,120,196],"related":[26],"down-stream":[27],"tasks.":[28],"In":[29,125],"this":[30,43],"work,":[31],"considering":[32],"that":[33],"it":[34],"is":[35],"impractical":[36],"to":[37,50,89,98,102],"annotate":[38],"large-scale":[40],"labels":[41],"for":[42,107,146,159],"task,":[44],"we":[45,94,127,153],"present":[46],"a":[47,66,129,135,141],"framework":[48],"(HDNet)":[49],"detect":[51],"objects":[54],"images":[57,165,171,177],"with":[58,134],"synthetic":[60,170],"images.":[61],"Our":[62,199],"HDNet":[63],"consists":[64],"foreground":[67,92],"highlight":[68,90],"sub-network":[69,75],"(HNet)":[70],"and":[71,140,150,173,183,193,201],"an":[72,85],"appearance-aware":[73],"(DNet),":[76],"both":[77],"can":[80,112],"be":[81,113],"learned":[82],"jointly":[83],"end-to-end":[86],"manner.":[87],"Specifically,":[88],"objects,":[93],"design":[95,128],"HNet":[97],"estimate":[99],"parameters":[101],"adjust":[103],"dynamic":[105],"range":[106],"each":[108],"pixel":[109],"adaptively,":[110],"trained":[114],"via":[115],"weak":[117],"supervision":[118],"signals":[119],"labels.":[124],"addition,":[126],"simple":[130],"network":[132],"(DNet)":[133],"contextual":[136],"feature":[137,143,148],"fusion":[138,149],"module":[139,145],"multi-scale":[142],"refine":[144],"detailed":[147],"refinement.":[151],"Furthermore,":[152],"contribute":[154],"first":[156],"annotated":[157],"dataset":[158,200],"(SOD-LL),":[166],"including":[167],"6,000":[168],"labeled":[169,175],"(SOD-LLS)":[172],"2,000":[174],"real":[176],"(SOD-LLR).":[178],"Experimental":[179],"results":[180],"SOD-LL":[182],"other":[184],"videos":[186],"wild":[189],"demonstrate":[190],"effectiveness":[192],"generalization":[194],"ability":[195],"our":[197],"method.":[198],"code":[202],"are":[203],"available":[204],"at":[205],"https://github.com/Ylinyuan/HDNet.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}