{"id":"https://openalex.org/W4313531915","doi":"https://doi.org/10.1007/s41095-022-0282-8","title":"Global video object segmentation with spatial constraint module","display_name":"Global video object segmentation with spatial constraint module","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4313531915","doi":"https://doi.org/10.1007/s41095-022-0282-8"},"language":"en","primary_location":{"id":"doi:10.1007/s41095-022-0282-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-022-0282-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-022-0282-8.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Visual Media","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s41095-022-0282-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043575213","display_name":"Yadang Chen","orcid":"https://orcid.org/0000-0002-4448-2617"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadang Chen","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003943520","display_name":"Duolin Wang","orcid":"https://orcid.org/0000-0003-1649-460X"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Duolin Wang","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742805","display_name":"Zhiguo Chen","orcid":"https://orcid.org/0000-0002-9541-1894"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Chen","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Ministry of Education, School of Computer and Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011123518","display_name":"Zhi-Xin Yang","orcid":"https://orcid.org/0000-0001-9151-7758"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhi-Xin Yang","raw_affiliation_strings":["State Key Laboratory of Internet of Things for Smart City, Department of Electromechanical Engineering, University of Macau, Macau 999078, China","State Key Laboratory of Internet of Things for Smart City, Department of Electromechanical Engineering, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, Department of Electromechanical Engineering, University of Macau, Macau 999078, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]},{"raw_affiliation_string":"State Key Laboratory of Internet of Things for Smart City, Department of Electromechanical Engineering, University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I204512498"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103466668","display_name":"Enhua Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Enhua Wu","raw_affiliation_strings":["State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing 100190, China; Faculty of Science and Technology, University of Macau, Macau 999078, China","State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing, China","Faculty of Science and Technology, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing 100190, China; Faculty of Science and Technology, University of Macau, Macau 999078, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003943520"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00262759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"2","first_page":"385","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/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/T10036","display_name":"Advanced Neural Network Applications","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":0.804927408695221},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.7929257750511169},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7747583389282227},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6685832142829895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.623379111289978},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5572543144226074},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5432949066162109},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.527675449848175},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.47856026887893677},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4468032419681549},{"id":"https://openalex.org/keywords/reference-frame","display_name":"Reference frame","score":0.43987682461738586},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37548258900642395},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10702258348464966}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.804927408695221},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.7929257750511169},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7747583389282227},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6685832142829895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.623379111289978},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5572543144226074},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5432949066162109},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.527675449848175},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.47856026887893677},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4468032419681549},{"id":"https://openalex.org/C172849965","wikidata":"https://www.wikidata.org/wiki/Q3148875","display_name":"Reference frame","level":3,"score":0.43987682461738586},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37548258900642395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10702258348464966},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41095-022-0282-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-022-0282-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-022-0282-8.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Visual Media","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7d5d3ec2af2647289d1a1e429ee4735c","is_oa":true,"landing_page_url":"https://doaj.org/article/7d5d3ec2af2647289d1a1e429ee4735c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Visual Media, Vol 9, Iss 2, Pp 385-400 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41095-022-0282-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41095-022-0282-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41095-022-0282-8.pdf","source":{"id":"https://openalex.org/S2487656537","display_name":"Computational Visual Media","issn_l":"2096-0433","issn":["2096-0433","2096-0662"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Visual Media","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1141242329","display_name":null,"funder_award_id":"61802197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2895479141","display_name":null,"funder_award_id":"SKL-IOTSC(UM)-2021-2023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3708133647","display_name":null,"funder_award_id":"SKL-IOTSC(UM)-2021-2023","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5182208057","display_name":null,"funder_award_id":"30001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G544116970","display_name":null,"funder_award_id":"MYRG2022-00059-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G5750583505","display_name":null,"funder_award_id":"2021-2023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6964824150","display_name":null,"funder_award_id":"62072449","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8588004746","display_name":null,"funder_award_id":"MYRG2020-00253-FST","funder_id":"https://openalex.org/F4320322841","funder_display_name":"Universidade de Macau"},{"id":"https://openalex.org/G8885163318","display_name":null,"funder_award_id":"61632003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G928225964","display_name":null,"funder_award_id":"0018/2019/AKP","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"},{"id":"https://openalex.org/F4320322841","display_name":"Universidade de Macau","ror":"https://ror.org/01r4q9n85"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313531915.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2052684427","https://openalex.org/W2470139095","https://openalex.org/W2564998703","https://openalex.org/W2588098693","https://openalex.org/W2794847483","https://openalex.org/W2799157347","https://openalex.org/W2799239273","https://openalex.org/W2889658408","https://openalex.org/W2889986507","https://openalex.org/W2894138533","https://openalex.org/W2897746180","https://openalex.org/W2911981226","https://openalex.org/W2912083425","https://openalex.org/W2916797271","https://openalex.org/W2921536280","https://openalex.org/W2962825871","https://openalex.org/W2963091558","https://openalex.org/W2963131444","https://openalex.org/W2963227409","https://openalex.org/W2963253279","https://openalex.org/W2963503215","https://openalex.org/W2963732700","https://openalex.org/W2963773230","https://openalex.org/W2964157492","https://openalex.org/W2964343881","https://openalex.org/W2964700958","https://openalex.org/W2967622921","https://openalex.org/W2986050084","https://openalex.org/W2989831548","https://openalex.org/W2990205821","https://openalex.org/W3083676448","https://openalex.org/W3094046420","https://openalex.org/W3102457447","https://openalex.org/W3108819577","https://openalex.org/W3110030584","https://openalex.org/W3125782558","https://openalex.org/W3149161855","https://openalex.org/W3152404362","https://openalex.org/W3159471126","https://openalex.org/W3175132347","https://openalex.org/W3177322837","https://openalex.org/W6600007113","https://openalex.org/W6600103761","https://openalex.org/W6600385478"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2005437358","https://openalex.org/W1669643531","https://openalex.org/W2975200075","https://openalex.org/W2008656436","https://openalex.org/W2007544051","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W1967061043","https://openalex.org/W2019566805"],"abstract_inverted_index":{"We":[0,142],"present":[1],"a":[2,62,114,144,168],"lightweight":[3],"and":[4,43,84,167],"efficient":[5],"semi-supervised":[6],"video":[7,29],"object":[8,30],"segmentation":[9,51,104],"network":[10],"based":[11],"on":[12,159,164,176,185],"the":[13,23,35,44,48,93,97,103,106,121,126,148,186],"space-time":[14],"memory":[15,83],"framework.":[16],"To":[17],"some":[18],"extent,":[19],"our":[20],"method":[21],"solves":[22],"two":[24],"difficulties":[25],"encountered":[26],"in":[27,89,125],"traditional":[28],"segmentation:":[31],"one":[32],"is":[33,40,46,100],"that":[34,47],"single":[36],"frame":[37,88,99,184],"calculation":[38],"time":[39],"too":[41],"long,":[42],"other":[45],"current":[49,107,127],"frame\u2019s":[50],"should":[52],"use":[53],"more":[54],"information":[55,80],"from":[56],"past":[57],"frames.":[58],"The":[59,72,129],"algorithm":[60],"uses":[61],"global":[63],"context":[64],"(GC)":[65],"module":[66,74,117,146],"to":[67,147,150],"achieve":[68],"high-performance,":[69],"real-time":[70],"segmentation.":[71,153],"GC":[73],"can":[75,85],"effectively":[76,131],"integrate":[77],"multi-frame":[78],"image":[79],"without":[81],"increased":[82],"process":[86],"each":[87],"real":[90],"time.":[91],"Moreover,":[92],"prediction":[94],"mask":[95],"of":[96,105,123,134,174],"previous":[98],"helpful":[101],"for":[102],"frame,":[108],"so":[109],"we":[110],"input":[111],"it":[112],"into":[113],"spatial":[115],"constraint":[116],"(SCM),":[118],"which":[119],"constrains":[120],"areas":[122],"segments":[124],"frame.":[128],"SCM":[130],"alleviates":[132],"mismatching":[133],"similar":[135],"targets":[136],"yet":[137],"consumes":[138],"few":[139],"additional":[140],"resources.":[141],"added":[143],"refinement":[145],"decoder":[149],"improve":[151],"boundary":[152],"Our":[154],"model":[155],"achieves":[156],"state-of-the-art":[157],"results":[158],"various":[160],"datasets,":[161],"scoring":[162],"80.1%":[163],"YouTube-VOS":[165],"2018":[166],"$${\\cal":[169],"J}{\\rm{\\&":[170],"}}{\\cal":[171],"F}$$":[172],"score":[173],"78.0%":[175],"DAVIS":[177,187],"2017,":[178],"while":[179],"taking":[180],"0.05":[181],"s":[182],"per":[183],"2016":[188],"validation":[189],"dataset.":[190]},"counts_by_year":[],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}