{"id":"https://openalex.org/W4226268139","doi":"https://doi.org/10.1109/tcsvt.2022.3165932","title":"Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation","display_name":"Implicit Motion-Compensated Network for Unsupervised Video Object Segmentation","publication_year":2022,"publication_date":"2022-04-08","ids":{"openalex":"https://openalex.org/W4226268139","doi":"https://doi.org/10.1109/tcsvt.2022.3165932"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3165932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3165932","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.02791","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102975527","display_name":"Xi Lin","orcid":"https://orcid.org/0000-0001-6075-5614"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Xi","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6075-5614","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026365889","display_name":"Weihai Chen","orcid":"https://orcid.org/0000-0001-7912-4505"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihai Chen","raw_affiliation_strings":["College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-7912-4505","affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374736","display_name":"Xingming Wu","orcid":"https://orcid.org/0000-0002-4334-0465"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingming Wu","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4334-0465","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376861","display_name":"Zhong Liu","orcid":"https://orcid.org/0000-0003-3242-5997"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Liu","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100700917","display_name":"Zhengguo Li","orcid":"https://orcid.org/0000-0002-4525-1204"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhengguo Li","raw_affiliation_strings":["SRO Department, Institute for Infocomm Research, Agency for Science, Technology and Research (A&#x002A;STAR), Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4525-1204","affiliations":[{"raw_affiliation_string":"SRO Department, Institute for Infocomm Research, Agency for Science, Technology and Research (A&#x002A;STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1169,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.78247398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"32","issue":"9","first_page":"6279","last_page":"6292"},"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":0.9994999766349792,"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":0.9994000196456909,"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":0.6960557699203491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6503195762634277},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6347436904907227},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6029980182647705},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5865919589996338},{"id":"https://openalex.org/keywords/motion-compensation","display_name":"Motion compensation","score":0.5840121507644653},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.5678822994232178},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5585153698921204},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.49755433201789856},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4807465076446533},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.46618837118148804},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.46195343136787415},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45788681507110596},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2301439642906189},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0789516270160675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6960557699203491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6503195762634277},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6347436904907227},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6029980182647705},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5865919589996338},{"id":"https://openalex.org/C128840427","wikidata":"https://www.wikidata.org/wiki/Q1302174","display_name":"Motion compensation","level":2,"score":0.5840121507644653},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.5678822994232178},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5585153698921204},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.49755433201789856},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4807465076446533},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.46618837118148804},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.46195343136787415},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45788681507110596},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2301439642906189},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0789516270160675},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcsvt.2022.3165932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3165932","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"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:97504","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:arXiv.org:2204.02791","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.02791","pdf_url":"https://arxiv.org/pdf/2204.02791","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.02791","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.02791","pdf_url":"https://arxiv.org/pdf/2204.02791","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6252892545","display_name":null,"funder_award_id":"61573048","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1973054923","https://openalex.org/W1978479866","https://openalex.org/W1997701791","https://openalex.org/W2016163842","https://openalex.org/W2043523112","https://openalex.org/W2117539524","https://openalex.org/W2132083787","https://openalex.org/W2133665775","https://openalex.org/W2134839354","https://openalex.org/W2135266452","https://openalex.org/W2139888559","https://openalex.org/W2159365554","https://openalex.org/W2165874792","https://openalex.org/W2171025892","https://openalex.org/W2194775991","https://openalex.org/W2322739735","https://openalex.org/W2463565445","https://openalex.org/W2470139095","https://openalex.org/W2504335775","https://openalex.org/W2552027021","https://openalex.org/W2564998703","https://openalex.org/W2565639579","https://openalex.org/W2566030665","https://openalex.org/W2569272946","https://openalex.org/W2595280704","https://openalex.org/W2601564443","https://openalex.org/W2610147486","https://openalex.org/W2740667773","https://openalex.org/W2798825526","https://openalex.org/W2799256316","https://openalex.org/W2884585870","https://openalex.org/W2889986507","https://openalex.org/W2895340898","https://openalex.org/W2901412525","https://openalex.org/W2921536280","https://openalex.org/W2955084925","https://openalex.org/W2957408986","https://openalex.org/W2961348656","https://openalex.org/W2963253279","https://openalex.org/W2963395775","https://openalex.org/W2963548592","https://openalex.org/W2963983744","https://openalex.org/W2966926453","https://openalex.org/W2967199722","https://openalex.org/W2981342784","https://openalex.org/W2987391422","https://openalex.org/W3009890678","https://openalex.org/W3019728440","https://openalex.org/W3032415398","https://openalex.org/W3040102868","https://openalex.org/W3049318984","https://openalex.org/W3099392664","https://openalex.org/W3108043693","https://openalex.org/W3109120382","https://openalex.org/W3126751243","https://openalex.org/W3167938559","https://openalex.org/W3170511209","https://openalex.org/W3188582951","https://openalex.org/W3204640376","https://openalex.org/W3215059102","https://openalex.org/W4295312788","https://openalex.org/W6631190155","https://openalex.org/W6719057275","https://openalex.org/W6729263887","https://openalex.org/W6779197543"],"related_works":["https://openalex.org/W1579157894","https://openalex.org/W1967654336","https://openalex.org/W2060632806","https://openalex.org/W2030154815","https://openalex.org/W1530267862","https://openalex.org/W2995690499","https://openalex.org/W1494405360","https://openalex.org/W2051121715","https://openalex.org/W2050955821","https://openalex.org/W2153529351"],"abstract_inverted_index":{"Unsupervised":[0],"video":[1,18],"object":[2,145],"segmentation":[3],"(UVOS)":[4],"aims":[5],"at":[6,85,176,209,222],"automatically":[7],"separating":[8],"the":[9,14,38,53,78,82,86,141,158,168,177,215],"primary":[10],"foreground":[11],"object(s)":[12],"from":[13,35,77,147,163],"background":[15,46],"in":[16,37,133],"a":[17,109,134,210],"sequence.":[19],"Existing":[20],"UVOS":[21],"methods":[22],"either":[23],"lack":[24],"robustness":[25],"when":[26],"there":[27],"are":[28],"visually":[29],"similar":[30],"surroundings":[31],"(appearance-based)":[32],"or":[33],"suffer":[34],"deterioration":[36],"quality":[39],"of":[40,44,97],"their":[41],"predictions":[42],"because":[43],"dynamic":[45],"and":[47,71,108,193],"inaccurate":[48],"flow":[49],"(flow-based).":[50],"To":[51],"overcome":[52],"limitations,":[54],"we":[55],"propose":[56],"an":[57,98,103],"implicit":[58,173],"motion-compensated":[59],"network":[60,203],"(IMCNet)":[61],"combining":[62],"complementary":[63],"cues":[64],"(":[65],"<italic":[66],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[67,186,195,224],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i.e.</i>":[68],",":[69],"appearance":[70,125],"motion)":[72],"with":[73],"aligned":[74],"motion":[75,110,161,174],"information":[76,162],"adjacent":[79,165],"frames":[80,122,166],"to":[81,152,167,214],"current":[83,169],"frame":[84,170],"feature":[87,178],"level":[88],"without":[89],"estimating":[90],"optical":[91],"flows.":[92],"The":[93,114,127],"proposed":[94],"IMCNet":[95],"consists":[96],"affinity":[99],"computing":[100],"module":[101,106,112],"(ACM),":[102],"attention":[104],"propagation":[105],"(APM),":[107],"compensation":[111,175],"(MCM).":[113],"light-weight":[115],"ACM":[116],"extracts":[117],"commonality":[118],"between":[119],"neighboring":[120],"input":[121],"based":[123],"on":[124,184],"features.":[126],"APM":[128,142],"then":[129],"transmits":[130],"global":[131],"correlation":[132],"top-down":[135],"manner.":[136],"Through":[137],"coarse-to-fine":[138],"iterative":[139],"inspiring,":[140],"will":[143],"refine":[144],"regions":[146],"multiple":[148],"resolutions":[149],"so":[150],"as":[151],"efficiently":[153],"avoid":[154],"losing":[155],"details.":[156],"Finally,":[157],"MCM":[159],"aligns":[160],"temporally":[164],"which":[171],"achieves":[172,204],"level.":[179],"We":[180],"perform":[181],"extensive":[182],"experiments":[183],"<inline-formula":[185,194],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[187,196],"<tex-math":[188,197],"notation=\"LaTeX\">$\\textit":[189,198],"{DAVIS}_{\\textit":[190],"{16}}$":[191],"</tex-math></inline-formula>":[192,200],"{YouTube-Objects}$":[199],".":[201,226],"Our":[202,218],"favorable":[205],"performance":[206],"while":[207],"running":[208],"faster":[211],"speed":[212],"compared":[213],"state-of-the-art":[216],"methods.":[217],"code":[219],"is":[220],"available":[221],"<uri":[223],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/xilin1991/IMCNet</uri>":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}