{"id":"https://openalex.org/W3188963955","doi":"https://doi.org/10.1109/tcsvt.2021.3102268","title":"Efficient Context-Guided Stacked Refinement Network for RGB-T Salient Object Detection","display_name":"Efficient Context-Guided Stacked Refinement Network for RGB-T Salient Object Detection","publication_year":2021,"publication_date":"2021-08-03","ids":{"openalex":"https://openalex.org/W3188963955","doi":"https://doi.org/10.1109/tcsvt.2021.3102268","mag":"3188963955"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2021.3102268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3102268","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/A5038539252","display_name":"Fushuo Huo","orcid":"https://orcid.org/0000-0003-1030-7834"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fushuo Huo","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1030-7834","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030459908","display_name":"Xuegui Zhu","orcid":"https://orcid.org/0000-0002-3372-1088"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuegui Zhu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3372-1088","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106578837","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-5305-8543"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5305-8543","affiliations":[{"raw_affiliation_string":"School of Microelectronics and Communication Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077499575","display_name":"Qifeng Liu","orcid":"https://orcid.org/0000-0003-1683-8409"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifeng Liu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1683-8409","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100512627","display_name":"Yu Shu","orcid":"https://orcid.org/0000-0001-9844-6024"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Shu","raw_affiliation_strings":["State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Power Transmission Equipment and System Security and New Technology, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":9.4218,"has_fulltext":false,"cited_by_count":153,"citation_normalized_percentile":{"value":0.98670076,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"32","issue":"5","first_page":"3111","last_page":"3124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":1.0,"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":1.0,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7695255279541016},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.704408586025238},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6835816502571106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5904452800750732},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5092684030532837},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4547509551048279},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4325389862060547},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3552546501159668},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0752389132976532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7695255279541016},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.704408586025238},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6835816502571106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5904452800750732},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5092684030532837},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4547509551048279},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4325389862060547},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3552546501159668},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0752389132976532},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2021.3102268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3102268","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":[],"awards":[{"id":"https://openalex.org/G1608216944","display_name":null,"funder_award_id":"2020CDJ-LHZZ-078","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3337932426","display_name":null,"funder_award_id":"cstc2020jcyj-msxmX0825","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","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":95,"referenced_works":["https://openalex.org/W20683899","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1772076007","https://openalex.org/W1901129140","https://openalex.org/W1938386764","https://openalex.org/W1966025376","https://openalex.org/W1976409045","https://openalex.org/W1976754232","https://openalex.org/W1993713494","https://openalex.org/W1994922096","https://openalex.org/W2039313011","https://openalex.org/W2046835352","https://openalex.org/W2080142539","https://openalex.org/W2194775991","https://openalex.org/W2294182682","https://openalex.org/W2395611524","https://openalex.org/W2461758788","https://openalex.org/W2520707372","https://openalex.org/W2527415613","https://openalex.org/W2549139847","https://openalex.org/W2569272946","https://openalex.org/W2597742770","https://openalex.org/W2620958690","https://openalex.org/W2752782242","https://openalex.org/W2766315367","https://openalex.org/W2780861787","https://openalex.org/W2783231089","https://openalex.org/W2787091153","https://openalex.org/W2798857366","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2887486131","https://openalex.org/W2887522866","https://openalex.org/W2904949947","https://openalex.org/W2909381593","https://openalex.org/W2942049721","https://openalex.org/W2945809413","https://openalex.org/W2948300571","https://openalex.org/W2957414648","https://openalex.org/W2961348656","https://openalex.org/W2962772649","https://openalex.org/W2962864875","https://openalex.org/W2963112696","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963418739","https://openalex.org/W2963446712","https://openalex.org/W2963495494","https://openalex.org/W2963529609","https://openalex.org/W2963604034","https://openalex.org/W2963706010","https://openalex.org/W2963868681","https://openalex.org/W2967085153","https://openalex.org/W2969377765","https://openalex.org/W2970390221","https://openalex.org/W2971137300","https://openalex.org/W2985335644","https://openalex.org/W2995936506","https://openalex.org/W3002301267","https://openalex.org/W3010616503","https://openalex.org/W3011305844","https://openalex.org/W3022015146","https://openalex.org/W3025800305","https://openalex.org/W3034320133","https://openalex.org/W3035284915","https://openalex.org/W3035357085","https://openalex.org/W3035687312","https://openalex.org/W3047800102","https://openalex.org/W3083388823","https://openalex.org/W3086388316","https://openalex.org/W3094802760","https://openalex.org/W3097053213","https://openalex.org/W3097336090","https://openalex.org/W3101839051","https://openalex.org/W3106587394","https://openalex.org/W3108948422","https://openalex.org/W3109623941","https://openalex.org/W3112885960","https://openalex.org/W3114848016","https://openalex.org/W3115654959","https://openalex.org/W3120113457","https://openalex.org/W3135874576","https://openalex.org/W3158397448","https://openalex.org/W3159018159","https://openalex.org/W3166092877","https://openalex.org/W3171757599","https://openalex.org/W4297775537","https://openalex.org/W4308291551","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6638992375","https://openalex.org/W6737664043","https://openalex.org/W6780499500","https://openalex.org/W6787865628"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W3037187668","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W2379948177"],"abstract_inverted_index":{"RGB-T":[0,161],"salient":[1],"object":[2],"detection":[3],"(SOD)":[4],"aims":[5],"at":[6],"utilizing":[7],"the":[8,21,32,40,47,50,98,119,123,135,142],"complementary":[9],"cues":[10],"of":[11,34,42,54,125,144],"RGB":[12,43,103],"and":[13,19,44,90,104,121,146,173],"Thermal":[14],"(T)":[15],"modalities":[16,36],"to":[17,117,139],"detect":[18],"segment":[20],"common":[22],"objects.":[23],"However,":[24],"on":[25,160],"one":[26],"hand,":[27,49],"existing":[28,55],"methods":[29,56],"simply":[30],"fuse":[31,102],"features":[33,136],"two":[35,126],"without":[37],"fully":[38],"considering":[39],"characters":[41],"T.":[45],"On":[46],"other":[48],"high":[51],"computational":[52,99],"cost":[53],"prevents":[57],"them":[58],"from":[59,137],"real-world":[60],"applications":[61],"(e.g.,":[62],"automatic":[63],"driving,":[64],"abnormal":[65],"detection,":[66],"person":[67],"re-ID).":[68],"To":[69,101],"this":[70],"end,":[71],"we":[72,85,107],"proposed":[73,108],"an":[74,109],"efficient":[75,92,110],"encoder-decoder":[76],"network":[77],"named":[78],"Context-guided":[79,111],"Stacked":[80,129],"Refinement":[81,130],"Network":[82,131],"(CSRNet).":[83],"Specifically,":[84],"utilize":[86],"a":[87],"lightweight":[88],"backbone":[89],"design":[91],"decoder":[93],"parts,":[94],"which":[95],"greatly":[96],"reduce":[97],"cost.":[100],"T":[105],"modalities,":[106],"Cross":[112],"Modality":[113],"Fusion":[114],"(CCMF)":[115],"module":[116],"filter":[118],"noise":[120],"explore":[122],"complementation":[124],"modalities.":[127],"Besides,":[128],"(SRN)":[132],"progressively":[133],"refines":[134],"top":[138],"down":[140],"via":[141],"interaction":[143],"semantic":[145],"spatial":[147],"information.":[148],"Extensive":[149],"experiments":[150],"show":[151],"that":[152],"our":[153],"method":[154],"performs":[155],"favorably":[156],"against":[157],"state-of-the-art":[158],"algorithms":[159],"SOD":[162],"task":[163],"while":[164],"with":[165],"small":[166],"model":[167],"size":[168],"(4.6M),":[169],"few":[170],"FLOPs":[171],"(4.2G),":[172],"real-time":[174],"speed":[175],"(38":[176],"<italic":[177],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[178,187],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">fps</i>":[179],").":[180],"Our":[181],"codes":[182],"is":[183],"available":[184],"at:":[185],"<uri":[186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/huofushuo/CSRNet</uri>":[188],".":[189]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":38},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":38},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
