{"id":"https://openalex.org/W4408030028","doi":"https://doi.org/10.1109/tcsvt.2025.3546634","title":"MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation","display_name":"MST: Adaptive Multi-Scale Tokens Guided Interactive Segmentation","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408030028","doi":"https://doi.org/10.1109/tcsvt.2025.3546634"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3546634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3546634","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/A5100562164","display_name":"Long Xu","orcid":"https://orcid.org/0009-0003-4575-0462"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Long Xu","raw_affiliation_strings":["Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7801-4627","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102007341","display_name":"Yongquan Chen","orcid":"https://orcid.org/0000-0003-2493-6033"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongquan Chen","raw_affiliation_strings":["Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2493-6033","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103095695","display_name":"Shanghong Li","orcid":"https://orcid.org/0000-0003-4869-5174"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanghong Li","raw_affiliation_strings":["Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4869-5174","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artiffcial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101314389","display_name":"Jun Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Luo","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100562164"],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":2.1733,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87327306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"35","issue":"8","first_page":"8148","last_page":"8160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9886000156402588,"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/T12290","display_name":"Human Motion and Animation","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431079149246216},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5631649494171143},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5484873652458191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5315071940422058},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5023806095123291},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4148898124694824},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.386430561542511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431079149246216},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5631649494171143},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5484873652458191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5315071940422058},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5023806095123291},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4148898124694824},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.386430561542511},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3546634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3546634","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/G1636309565","display_name":null,"funder_award_id":"KJZD20240903100501002","funder_id":"https://openalex.org/F4320329836","funder_display_name":"Chuzhou Science and Technology Program"},{"id":"https://openalex.org/G5862830700","display_name":null,"funder_award_id":"JCYJ20220818103006012","funder_id":"https://openalex.org/F4320329836","funder_display_name":"Chuzhou Science and Technology Program"},{"id":"https://openalex.org/G6121150415","display_name":null,"funder_award_id":"ZDSYS20220606100601002","funder_id":"https://openalex.org/F4320329836","funder_display_name":"Chuzhou Science and Technology Program"},{"id":"https://openalex.org/G885684849","display_name":null,"funder_award_id":"KJZD20230923114810022","funder_id":"https://openalex.org/F4320329836","funder_display_name":"Chuzhou Science and Technology Program"},{"id":"https://openalex.org/G970039287","display_name":null,"funder_award_id":"2023A1515011347","funder_id":"https://openalex.org/F4320330400","funder_display_name":"Shenzhen Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320329836","display_name":"Chuzhou Science and Technology Program","ror":null},{"id":"https://openalex.org/F4320330400","display_name":"Shenzhen Research Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2300469113","https://openalex.org/W2470139095","https://openalex.org/W2823072336","https://openalex.org/W2884561390","https://openalex.org/W2948672349","https://openalex.org/W3014641072","https://openalex.org/W3034278117","https://openalex.org/W3132926949","https://openalex.org/W3138516171","https://openalex.org/W3151130473","https://openalex.org/W3177017840","https://openalex.org/W3177372994","https://openalex.org/W3209945042","https://openalex.org/W4214520160","https://openalex.org/W4226407477","https://openalex.org/W4312336332","https://openalex.org/W4312446817","https://openalex.org/W4312659823","https://openalex.org/W4313160444","https://openalex.org/W4318814448","https://openalex.org/W4377235208","https://openalex.org/W4380303580","https://openalex.org/W4384159670","https://openalex.org/W4386075535","https://openalex.org/W4387197080","https://openalex.org/W4390872677","https://openalex.org/W4390874575","https://openalex.org/W4391428214","https://openalex.org/W4391992698","https://openalex.org/W4392901626","https://openalex.org/W4402716258","https://openalex.org/W4402727760","https://openalex.org/W6788811087","https://openalex.org/W6797399245","https://openalex.org/W6798837711","https://openalex.org/W6799579066","https://openalex.org/W6810521590","https://openalex.org/W6854362512","https://openalex.org/W6863249306","https://openalex.org/W6867090217"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2124969951","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703"],"abstract_inverted_index":{"Interactive":[0],"segmentation":[1],"has":[2],"gained":[3],"significant":[4],"attention":[5],"due":[6],"to":[7,47],"its":[8],"applications":[9],"in":[10,24,52,103],"human-computer":[11],"interaction":[12],"and":[13,83,109],"data":[14,110],"annotation.":[15],"To":[16,55],"address":[17],"the":[18,40,45,58,78,89,98],"challenge":[19],"of":[20,60,91,100],"target":[21,82],"scale":[22],"variations":[23],"interactive":[25],"segmentation,":[26],"we":[27,64],"propose":[28],"a":[29,66],"novel":[30],"multi-scale":[31,50,61,85,105],"token":[32,62,67],"fusion":[33],"algorithm.":[34],"This":[35,74],"algorithm":[36,69,75],"selectively":[37],"fuses":[38],"only":[39],"most":[41],"important":[42,53],"tokens,":[43,86],"enabling":[44],"model":[46],"better":[48],"capture":[49],"characteristics":[51],"regions.":[54],"further":[56],"enhance":[57],"robustness":[59],"selection,":[63],"introduce":[65],"learning":[68],"based":[70],"on":[71],"contrastive":[72],"loss.":[73],"fully":[76],"utilizes":[77],"discriminative":[79],"information":[80],"between":[81],"background":[84],"effectively":[87],"improving":[88],"quality":[90],"selected":[92],"tokens.":[93],"Extensive":[94],"benchmark":[95],"testing":[96],"demonstrates":[97],"effectiveness":[99],"our":[101],"approach":[102],"addressing":[104],"issues.":[106],"The":[107],"code":[108],"have":[111],"been":[112],"made":[113],"publicly":[114],"available":[115],"at":[116],"<uri":[117],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/hahamyt/mst</uri>.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}