{"id":"https://openalex.org/W4409761046","doi":"https://doi.org/10.1109/tai.2025.3564238","title":"Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection","display_name":"Location, Neighborhood, and Semantic Guidance Network for RGB-D Co-Salient Object Detection","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409761046","doi":"https://doi.org/10.1109/tai.2025.3564238"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2025.3564238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2025.3564238","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","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/A5076872319","display_name":"Wujie Zhou","orcid":"https://orcid.org/0000-0002-3055-2493"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wujie Zhou","raw_affiliation_strings":["School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3055-2493","affiliations":[{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bingying Wang","orcid":"https://orcid.org/0009-0005-5948-1878"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingying Wang","raw_affiliation_strings":["School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-5948-1878","affiliations":[{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063430770","display_name":"Xiena Dong","orcid":"https://orcid.org/0009-0000-3582-7831"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiena Dong","raw_affiliation_strings":["School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-3582-7831","affiliations":[{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073989620","display_name":"Caie Xu","orcid":"https://orcid.org/0009-0001-9109-8693"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caie Xu","raw_affiliation_strings":["School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-9109-8693","affiliations":[{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031223263","display_name":"Fangfang Qiang","orcid":"https://orcid.org/0000-0003-2256-3851"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Qiang","raw_affiliation_strings":["School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2256-3851","affiliations":[{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information & Electronic Engineering, Zhejiang University of Science & Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076872319"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06427307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"12","first_page":"3297","last_page":"3311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9955000281333923,"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":0.9955000281333923,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9531999826431274,"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/salient","display_name":"Salient","score":0.6219817996025085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5976576209068298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5616869926452637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5256030559539795},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4840814173221588},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4803794026374817},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3607386350631714},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3380195200443268},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33388829231262207}],"concepts":[{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6219817996025085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5976576209068298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5616869926452637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5256030559539795},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4840814173221588},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4803794026374817},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3607386350631714},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3380195200443268},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33388829231262207}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2025.3564238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2025.3564238","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3591977208","display_name":null,"funder_award_id":"62371422","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4113422604","display_name":null,"funder_award_id":"62576317","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W1914179642","https://openalex.org/W1986811142","https://openalex.org/W1992992668","https://openalex.org/W2100470808","https://openalex.org/W2156777442","https://openalex.org/W2214871046","https://openalex.org/W2358876993","https://openalex.org/W2403333215","https://openalex.org/W2529603763","https://openalex.org/W2615981376","https://openalex.org/W2618530766","https://openalex.org/W2766912043","https://openalex.org/W2767623212","https://openalex.org/W2782517686","https://openalex.org/W2957414648","https://openalex.org/W2963140444","https://openalex.org/W2963529609","https://openalex.org/W2963572583","https://openalex.org/W2963868681","https://openalex.org/W2968529893","https://openalex.org/W2972640707","https://openalex.org/W3005827406","https://openalex.org/W3015735225","https://openalex.org/W3034368386","https://openalex.org/W3034870355","https://openalex.org/W3035357085","https://openalex.org/W3039991645","https://openalex.org/W3047550313","https://openalex.org/W3096289386","https://openalex.org/W3127947687","https://openalex.org/W3137609883","https://openalex.org/W3155072588","https://openalex.org/W3164443777","https://openalex.org/W3174178235","https://openalex.org/W3176009039","https://openalex.org/W3195354427","https://openalex.org/W3202242435","https://openalex.org/W3212622989","https://openalex.org/W4205288538","https://openalex.org/W4214520160","https://openalex.org/W4214524539","https://openalex.org/W4221061906","https://openalex.org/W4221145551","https://openalex.org/W4224330024","https://openalex.org/W4225986700","https://openalex.org/W4283707199","https://openalex.org/W4306167843","https://openalex.org/W4312272720","https://openalex.org/W4312287801","https://openalex.org/W4312309807","https://openalex.org/W4312377891","https://openalex.org/W4312419284","https://openalex.org/W4313639403","https://openalex.org/W4318149001","https://openalex.org/W4321193776","https://openalex.org/W4362601361","https://openalex.org/W4362654014","https://openalex.org/W4383890466","https://openalex.org/W4386159059","https://openalex.org/W4388819608","https://openalex.org/W4389950586","https://openalex.org/W4390431338","https://openalex.org/W4390938959","https://openalex.org/W4392346283","https://openalex.org/W4392694296","https://openalex.org/W4399319473","https://openalex.org/W4404521034"],"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/W2545348020","https://openalex.org/W2912751582"],"abstract_inverted_index":{"Red\u2013green\u2013blue-depth":[0],"(RGB-D)":[1],"deep":[2],"learning-based":[3],"co-salient":[4],"object":[5],"detection":[6],"(Co-SOD)":[7],"automatically":[8],"detects":[9],"and":[10,39,59,72,87,173,181,190],"segments":[11],"common":[12],"salient":[13],"objects":[14],"in":[15,84,187],"images.":[16],"However,":[17],"this":[18,31,33],"computationally":[19],"intensive":[20],"model":[21,198],"cannot":[22],"be":[23],"run":[24],"on":[25],"mobile":[26],"devices.":[27],"To":[28],"help":[29],"overcome":[30],"limitation,":[32],"article":[34],"proposes":[35],"a":[36,102,145],"localization,":[37],"neighborhood,":[38],"semantic":[40,147,155],"guidance":[41],"network":[42],"(LNSNet)":[43],"with":[44,94],"knowledge":[45,83],"distillation":[46],"(KD),":[47],"called":[48],"LNSNet-S*,":[49],"for":[50,96],"RGB-D":[51],"Co-SOD":[52],"to":[53,80,90,110,115,128,139,209],"minimize":[54],"the":[55,61,68,77,124,141,168,179,184,200],"number":[56,201],"of":[57,170,183,202,211],"parameters":[58,203],"improve":[60],"accuracy.":[62],"Apart":[63],"from":[64,113],"their":[65],"backbone":[66],"networks,":[67],"LNSNet":[69],"student":[70],"(LNSNet-S)":[71],"teacher":[73],"(LNSNet-T)":[74],"models":[75],"use":[76],"same":[78],"structure":[79],"capture":[81],"similarity":[82],"category,":[85,171],"channel,":[86,172],"pixel-point":[88,174],"dimensions":[89],"train":[91],"an":[92],"LNSNet-S":[93],"KD":[95],"superior":[97],"lightweight":[98],"performance.":[99],"For":[100],"optimization,":[101],"positioning":[103],"path":[104],"progressive":[105,164],"activation":[106,120],"uses":[107],"hierarchical":[108],"transformers":[109],"fuse":[111],"features":[112],"low":[114],"high":[116],"levels,":[117],"generating":[118],"class":[119],"localization":[121,160],"maps":[122],"using":[123],"fused":[125],"bimodal":[126],"information":[127,135,156],"obtain":[129],"location":[130],"information.":[131,161,175],"The":[132,195,218],"high-level":[133],"neighborhood-guidance":[134],"is":[136],"then":[137],"used":[138],"guide":[140],"low-level":[142],"features.":[143],"Next,":[144],"multisource":[146],"enhancement":[148],"embedding":[149],"module":[150],"progressively":[151],"fuses":[152],"multiscale":[153],"cross-modal":[154],"guided":[157],"by":[158,204],"class-activated":[159],"A":[162],"class-based":[163],"triplet":[165],"loss":[166],"facilitates":[167],"transfer":[169],"Extensive":[176],"experiments":[177],"demonstrated":[178],"effectiveness":[180],"robustness":[182],"novel":[185],"LNSNet-S*":[186,197],"different":[188],"sizes,":[189],"significant":[191],"improvements":[192],"were":[193],"observed.":[194],"smallest":[196],"reduced":[199],"more":[205],"than":[206],"92%":[207],"compared":[208],"that":[210],"LNSNet-T,":[212],"requiring":[213],"only":[214],"15.9":[215],"M":[216],"parameters.":[217],"code":[219],"has":[220],"been":[221],"publicly":[222],"released":[223],"at":[224],"https://github.com/Wang-5ying/LNSNet.":[225]},"counts_by_year":[],"updated_date":"2025-11-28T23:10:37.245301","created_date":"2025-10-10T00:00:00"}