{"id":"https://openalex.org/W3182236906","doi":"https://doi.org/10.1109/tpami.2022.3225573","title":"A Survey on Deep Learning Technique for Video Segmentation","display_name":"A Survey on Deep Learning Technique for Video Segmentation","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W3182236906","doi":"https://doi.org/10.1109/tpami.2022.3225573","mag":"3182236906","pmid":"https://pubmed.ncbi.nlm.nih.gov/36449595"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2022.3225573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3225573","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5091518967","display_name":"Tianfei Zhou","orcid":"https://orcid.org/0000-0001-5475-1473"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tianfei Zhou","raw_affiliation_strings":["ETH Zurich, Zürich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5475-1473","affiliations":[{"raw_affiliation_string":"ETH Zurich, Zürich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038550641","display_name":"Fatih Porikli","orcid":"https://orcid.org/0000-0002-1520-4466"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fatih Porikli","raw_affiliation_strings":["School of Computer Science, Australian National University, Canberra, ACT, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1520-4466","affiliations":[{"raw_affiliation_string":"School of Computer Science, Australian National University, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003268415","display_name":"David Crandall","orcid":"https://orcid.org/0000-0002-5827-5344"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Crandall","raw_affiliation_strings":["Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-5827-5344","affiliations":[{"raw_affiliation_string":"Luddy School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001254143","display_name":"Luc Van Gool","orcid":"https://orcid.org/0000-0002-3445-5711"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luc Van Gool","raw_affiliation_strings":["ETH Zurich, Zürich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-3445-5711","affiliations":[{"raw_affiliation_string":"ETH Zurich, Zürich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101433884","display_name":"Wenguan Wang","orcid":"https://orcid.org/0000-0002-0802-9567"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wenguan Wang","raw_affiliation_strings":["ReLER Lab, Australian Artificial Intelligence Institute, University of Technology Sydney, Ultimo, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0802-9567","affiliations":[{"raw_affiliation_string":"ReLER Lab, Australian Artificial Intelligence Institute, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.0879,"has_fulltext":false,"cited_by_count":235,"citation_normalized_percentile":{"value":0.9964195,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"45","issue":"6","first_page":"7099","last_page":"7122"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10627","display_name":"Advanced Image and Video Retrieval 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.850872278213501},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7669241428375244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6666699647903442},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5980387330055237},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5601520538330078},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.518916130065918},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4720892608165741},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43057942390441895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4097684919834137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.850872278213501},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7669241428375244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6666699647903442},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5980387330055237},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5601520538330078},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.518916130065918},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4720892608165741},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43057942390441895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4097684919834137},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2022.3225573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3225573","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:36449595","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36449595","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5079788418","display_name":"Towards Human-like Machine Perception for Embodied AI","funder_award_id":"DE220101390","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":298,"referenced_works":["https://openalex.org/W122025198","https://openalex.org/W125693051","https://openalex.org/W589665618","https://openalex.org/W962366575","https://openalex.org/W1496571393","https://openalex.org/W1551898955","https://openalex.org/W1555385401","https://openalex.org/W1793121960","https://openalex.org/W1861492603","https://openalex.org/W1894057436","https://openalex.org/W1903029394","https://openalex.org/W1904248166","https://openalex.org/W1905722737","https://openalex.org/W1907877624","https://openalex.org/W1934890906","https://openalex.org/W1961270558","https://openalex.org/W1973054923","https://openalex.org/W1973181481","https://openalex.org/W1975862670","https://openalex.org/W1989348325","https://openalex.org/W1995903777","https://openalex.org/W1997701791","https://openalex.org/W2002781701","https://openalex.org/W2009874829","https://openalex.org/W2011953904","https://openalex.org/W2016163842","https://openalex.org/W2017293771","https://openalex.org/W2029859592","https://openalex.org/W2030346542","https://openalex.org/W2034014085","https://openalex.org/W2034740917","https://openalex.org/W2037227137","https://openalex.org/W2037954058","https://openalex.org/W2039313011","https://openalex.org/W2057175746","https://openalex.org/W2069057506","https://openalex.org/W2076756823","https://openalex.org/W2081432165","https://openalex.org/W2085573975","https://openalex.org/W2086791339","https://openalex.org/W2088780408","https://openalex.org/W2096979710","https://openalex.org/W2103846358","https://openalex.org/W2105297725","https://openalex.org/W2108729336","https://openalex.org/W2109407206","https://openalex.org/W2113708607","https://openalex.org/W2114190460","https://openalex.org/W2117539524","https://openalex.org/W2119444142","https://openalex.org/W2119823327","https://openalex.org/W2120350085","https://openalex.org/W2125480112","https://openalex.org/W2126302311","https://openalex.org/W2129822853","https://openalex.org/W2131398766","https://openalex.org/W2131729179","https://openalex.org/W2136786668","https://openalex.org/W2138682569","https://openalex.org/W2140235142","https://openalex.org/W2141720053","https://openalex.org/W2150066425","https://openalex.org/W2155598147","https://openalex.org/W2156252543","https://openalex.org/W2167331599","https://openalex.org/W2171885832","https://openalex.org/W2171943915","https://openalex.org/W2179423374","https://openalex.org/W2197046994","https://openalex.org/W2200599981","https://openalex.org/W2211629196","https://openalex.org/W2212077366","https://openalex.org/W2218234108","https://openalex.org/W2259424905","https://openalex.org/W2291627510","https://openalex.org/W2300469113","https://openalex.org/W2322739735","https://openalex.org/W2340897893","https://openalex.org/W2402395722","https://openalex.org/W2460260369","https://openalex.org/W2461354232","https://openalex.org/W2461677039","https://openalex.org/W2463175074","https://openalex.org/W2467181293","https://openalex.org/W2469578774","https://openalex.org/W2470139095","https://openalex.org/W2470539402","https://openalex.org/W2491875094","https://openalex.org/W2517490240","https://openalex.org/W2520151245","https://openalex.org/W2552900565","https://openalex.org/W2561585794","https://openalex.org/W2562457735","https://openalex.org/W2564998703","https://openalex.org/W2566030665","https://openalex.org/W2585592883","https://openalex.org/W2605161420","https://openalex.org/W2605229288","https://openalex.org/W2610147486","https://openalex.org/W2619947201","https://openalex.org/W2738569017","https://openalex.org/W2740667773","https://openalex.org/W2747053578","https://openalex.org/W2749835604","https://openalex.org/W2750515003","https://openalex.org/W2757028014","https://openalex.org/W2768859775","https://openalex.org/W2777774479","https://openalex.org/W2782009269","https://openalex.org/W2785994986","https://openalex.org/W2792215676","https://openalex.org/W2794669410","https://openalex.org/W2794847483","https://openalex.org/W2798441772","https://openalex.org/W2798823518","https://openalex.org/W2799108379","https://openalex.org/W2799157347","https://openalex.org/W2799239273","https://openalex.org/W2799256316","https://openalex.org/W2804860796","https://openalex.org/W2884490794","https://openalex.org/W2889658408","https://openalex.org/W2889986507","https://openalex.org/W2890447039","https://openalex.org/W2892750142","https://openalex.org/W2894890793","https://openalex.org/W2895340898","https://openalex.org/W2909577373","https://openalex.org/W2911981226","https://openalex.org/W2916743882","https://openalex.org/W2916797271","https://openalex.org/W2921536280","https://openalex.org/W2942930375","https://openalex.org/W2953920664","https://openalex.org/W2954890601","https://openalex.org/W2955084925","https://openalex.org/W2957408986","https://openalex.org/W2960426010","https://openalex.org/W2962815021","https://openalex.org/W2962825871","https://openalex.org/W2962942822","https://openalex.org/W2963017553","https://openalex.org/W2963019093","https://openalex.org/W2963131444","https://openalex.org/W2963150697","https://openalex.org/W2963176324","https://openalex.org/W2963223499","https://openalex.org/W2963227409","https://openalex.org/W2963253279","https://openalex.org/W2963354481","https://openalex.org/W2963395775","https://openalex.org/W2963403868","https://openalex.org/W2963426332","https://openalex.org/W2963445119","https://openalex.org/W2963503215","https://openalex.org/W2963548592","https://openalex.org/W2963660470","https://openalex.org/W2963732700","https://openalex.org/W2963773230","https://openalex.org/W2963843782","https://openalex.org/W2963866581","https://openalex.org/W2963878474","https://openalex.org/W2963917006","https://openalex.org/W2963983744","https://openalex.org/W2964047820","https://openalex.org/W2964076878","https://openalex.org/W2964089981","https://openalex.org/W2964157492","https://openalex.org/W2964226882","https://openalex.org/W2964254867","https://openalex.org/W2964343881","https://openalex.org/W2964700958","https://openalex.org/W2965182628","https://openalex.org/W2965638232","https://openalex.org/W2967199722","https://openalex.org/W2967622921","https://openalex.org/W2967890649","https://openalex.org/W2981342784","https://openalex.org/W2982723417","https://openalex.org/W2983693499","https://openalex.org/W2986050084","https://openalex.org/W2986056979","https://openalex.org/W2987391422","https://openalex.org/W2989035356","https://openalex.org/W2990205821","https://openalex.org/W2990806702","https://openalex.org/W2995633856","https://openalex.org/W2995947152","https://openalex.org/W2996803365","https://openalex.org/W2997063389","https://openalex.org/W2997217064","https://openalex.org/W2997487053","https://openalex.org/W2999458807","https://openalex.org/W3009672847","https://openalex.org/W3023371261","https://openalex.org/W3033114334","https://openalex.org/W3034263000","https://openalex.org/W3034499084","https://openalex.org/W3034538699","https://openalex.org/W3034650337","https://openalex.org/W3034777757","https://openalex.org/W3034798428","https://openalex.org/W3034804856","https://openalex.org/W3034915791","https://openalex.org/W3035042565","https://openalex.org/W3035060563","https://openalex.org/W3035077787","https://openalex.org/W3035080658","https://openalex.org/W3035295069","https://openalex.org/W3035531015","https://openalex.org/W3035549667","https://openalex.org/W3035564946","https://openalex.org/W3080100901","https://openalex.org/W3094664776","https://openalex.org/W3099392664","https://openalex.org/W3099406243","https://openalex.org/W3100388886","https://openalex.org/W3102457447","https://openalex.org/W3103306872","https://openalex.org/W3104844437","https://openalex.org/W3105065006","https://openalex.org/W3105891528","https://openalex.org/W3106773277","https://openalex.org/W3106965408","https://openalex.org/W3107304365","https://openalex.org/W3108043693","https://openalex.org/W3108460979","https://openalex.org/W3108812043","https://openalex.org/W3108819577","https://openalex.org/W3109120382","https://openalex.org/W3109372619","https://openalex.org/W3110002552","https://openalex.org/W3110030584","https://openalex.org/W3110109236","https://openalex.org/W3111891682","https://openalex.org/W3117097536","https://openalex.org/W3122412340","https://openalex.org/W3122784054","https://openalex.org/W3127131334","https://openalex.org/W3127695670","https://openalex.org/W3139267983","https://openalex.org/W3158120491","https://openalex.org/W3166738350","https://openalex.org/W3167938559","https://openalex.org/W3167949052","https://openalex.org/W3169367294","https://openalex.org/W3170511209","https://openalex.org/W3170630188","https://openalex.org/W3171516518","https://openalex.org/W3172675153","https://openalex.org/W3173058980","https://openalex.org/W3173326549","https://openalex.org/W3173980723","https://openalex.org/W3174598330","https://openalex.org/W3174921981","https://openalex.org/W3175132347","https://openalex.org/W3175373394","https://openalex.org/W3175890016","https://openalex.org/W3176027594","https://openalex.org/W3176942400","https://openalex.org/W3176959780","https://openalex.org/W3177322837","https://openalex.org/W3177892185","https://openalex.org/W3178075329","https://openalex.org/W3180638445","https://openalex.org/W3181286780","https://openalex.org/W3183673520","https://openalex.org/W3188394685","https://openalex.org/W3191142899","https://openalex.org/W3202424564","https://openalex.org/W3202509201","https://openalex.org/W3203092180","https://openalex.org/W3212555189","https://openalex.org/W4225495512","https://openalex.org/W4230391415","https://openalex.org/W4239147634","https://openalex.org/W4285719527","https://openalex.org/W4297808108","https://openalex.org/W4312519375","https://openalex.org/W4313023122","https://openalex.org/W6638318767","https://openalex.org/W6676449312","https://openalex.org/W6685943813","https://openalex.org/W6696672603","https://openalex.org/W6735925877","https://openalex.org/W6736147098","https://openalex.org/W6739901393","https://openalex.org/W6747619764","https://openalex.org/W6748053814","https://openalex.org/W6759534164","https://openalex.org/W6761973954","https://openalex.org/W6767026726","https://openalex.org/W6772149600","https://openalex.org/W6780180733","https://openalex.org/W6784639621","https://openalex.org/W6784713722","https://openalex.org/W6785496661","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Video":[0],"segmentation-partitioning":[1],"video":[2,36,58,86],"frames":[3],"into":[4],"multiple":[5],"segments":[6],"or":[7],"objects-plays":[8],"a":[9,13,108,147],"critical":[10],"role":[11],"in":[12,23,28,35,44,83,135,154],"broad":[14],"range":[15],"of":[16,42,52,74,111],"practical":[17],"applications,":[18],"from":[19],"enhancing":[20],"visual":[21],"effects":[22],"movie,":[24],"to":[25,31,150],"understanding":[26],"scenes":[27],"autonomous":[29],"driving,":[30],"creating":[32],"virtual":[33],"background":[34,96],"conferencing.":[37],"Recently,":[38],"with":[39],"the":[40,122],"renaissance":[41],"connectionism":[43],"computer":[45],"vision,":[46],"there":[47],"has":[48],"been":[49],"an":[50],"influx":[51],"deep":[53],"learning":[54],"based":[55],"approaches":[56],"for":[57,141],"segmentation":[59,79,88],"that":[60],"have":[61],"delivered":[62],"compelling":[63],"performance.":[64],"In":[65],"this":[66,136,155],"survey,":[67],"we":[68,130],"comprehensively":[69],"review":[70],"two":[71],"basic":[72],"lines":[73],"research":[75],"-":[76,89],"generic":[77],"object":[78],"(of":[80],"unknown":[81],"categories)":[82],"videos,":[84],"and":[85,102,117,138],"semantic":[87],"by":[90],"introducing":[91],"their":[92],"respective":[93],"task":[94],"settings,":[95],"concepts,":[97],"perceived":[98],"need,":[99],"development":[100],"history,":[101],"main":[103],"challenges.":[104],"We":[105,119,144],"also":[106,145],"offer":[107],"detailed":[109],"overview":[110],"representative":[112],"literature":[113],"on":[114,125],"both":[115],"methods":[116,124],"datasets.":[118,128],"further":[120,142],"benchmark":[121],"reviewed":[123],"several":[126],"well-known":[127],"Finally,":[129],"point":[131],"out":[132],"open":[133],"issues":[134],"field,":[137],"suggest":[139],"opportunities":[140],"research.":[143],"provide":[146],"public":[148],"website":[149],"continuously":[151],"track":[152],"developments":[153],"fast":[156],"advancing":[157],"field:":[158],"https://github.com/tfzhou/VS-Survey.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":56},{"year":2024,"cited_by_count":73},{"year":2023,"cited_by_count":65},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}