{"id":"https://openalex.org/W4304098607","doi":"https://doi.org/10.1145/3503161.3548036","title":"Situational Perception Guided Image Matting","display_name":"Situational Perception Guided Image Matting","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304098607","doi":"https://doi.org/10.1145/3503161.3548036"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3548036","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3548036","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-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/A5065635207","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0001-6379-7617"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bo Xu","raw_affiliation_strings":["OPPO Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015325715","display_name":"Jiake Xie","orcid":"https://orcid.org/0000-0002-2009-9891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiake Xie","raw_affiliation_strings":["PicUp.AI, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"PicUp.AI, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004151392","display_name":"Han Huang","orcid":"https://orcid.org/0000-0002-1517-9731"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Han Huang","raw_affiliation_strings":["OPPO Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101584518","display_name":"Ziwen Li","orcid":"https://orcid.org/0000-0002-8594-3133"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziwen Li","raw_affiliation_strings":["OPPO Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054796879","display_name":"Cheng Lu","orcid":"https://orcid.org/0000-0002-1477-1020"},"institutions":[{"id":"https://openalex.org/I118136607","display_name":"General Motors (United States)","ror":"https://ror.org/05addee68","country_code":"US","type":"company","lineage":["https://openalex.org/I118136607"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Lu","raw_affiliation_strings":["Xpeng Motors, Cupertino, CA, USA"],"affiliations":[{"raw_affiliation_string":"Xpeng Motors, Cupertino, CA, USA","institution_ids":["https://openalex.org/I118136607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073529204","display_name":"Yong Tang","orcid":"https://orcid.org/0000-0002-5036-4350"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Tang","raw_affiliation_strings":["PicUp.AI, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"PicUp.AI, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038064028","display_name":"Yandong Guo","orcid":"https://orcid.org/0000-0002-4594-8415"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yandong Guo","raw_affiliation_strings":["OPPO Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065635207"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.41729645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5283","last_page":"5293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement 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/T11019","display_name":"Image Enhancement 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":0.9995999932289124,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7762054204940796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7350525856018066},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6159005761146545},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5707886219024658},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5470418334007263},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4832090139389038},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.47751063108444214},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.47747325897216797},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4620465636253357},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.45575398206710815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38516461849212646},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09397268295288086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7762054204940796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7350525856018066},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6159005761146545},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5707886219024658},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5470418334007263},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4832090139389038},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.47751063108444214},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.47747325897216797},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4620465636253357},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.45575398206710815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38516461849212646},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09397268295288086},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3503161.3548036","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503161.3548036","pdf_url":null,"source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1987835821","https://openalex.org/W2044673646","https://openalex.org/W2062955551","https://openalex.org/W2098554565","https://openalex.org/W2103917701","https://openalex.org/W2134301959","https://openalex.org/W2167897892","https://openalex.org/W2169040970","https://openalex.org/W2194775991","https://openalex.org/W2295475768","https://openalex.org/W2296349909","https://openalex.org/W2412782625","https://openalex.org/W2463955103","https://openalex.org/W2520247582","https://openalex.org/W2598666589","https://openalex.org/W2604469346","https://openalex.org/W2791267908","https://openalex.org/W2891201469","https://openalex.org/W2948070565","https://openalex.org/W2955340181","https://openalex.org/W2963084599","https://openalex.org/W2963304750","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2984016939","https://openalex.org/W2985469567","https://openalex.org/W2986670728","https://openalex.org/W2989494838","https://openalex.org/W2990818246","https://openalex.org/W2990873191","https://openalex.org/W2997597456","https://openalex.org/W3034522851","https://openalex.org/W3085929857","https://openalex.org/W3166852674","https://openalex.org/W3174887243","https://openalex.org/W3176288137","https://openalex.org/W3182683290","https://openalex.org/W3193427204","https://openalex.org/W3207558419","https://openalex.org/W4231470622","https://openalex.org/W4248002887"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2012350746","https://openalex.org/W2068608913","https://openalex.org/W2369710579","https://openalex.org/W4327728159","https://openalex.org/W4388913932","https://openalex.org/W4309130263","https://openalex.org/W2138022083"],"abstract_inverted_index":{"Most":[0],"automatic":[1],"matting":[2,24,61,93],"methods":[3],"try":[4],"to":[5,29,117,133,142],"separate":[6],"the":[7,11,14,21,32,75,88,113,119,152,159,169,175],"salient":[8],"foreground":[9],"from":[10,74,158],"background.":[12],"However,":[13],"insufficient":[15],"quantity":[16],"and":[17,37,63,83,86,94,111,139,146,165],"subjective":[18,58,89],"bias":[19,59],"of":[20,60,91,154,177],"current":[22],"existing":[23],"datasets":[25],"make":[26],"it":[27],"difficult":[28],"fully":[30],"explore":[31],"semantic":[33,114],"association":[34],"between":[35],"object-to-object":[36],"object-to-environment":[38,84],"in":[39,180],"a":[40,48,101],"given":[41],"image.":[42],"In":[43,122],"this":[44],"paper,":[45],"we":[46],"propose":[47],"Situational":[49],"Perception":[50],"Guided":[51],"Image":[52],"Matting":[53],"(SPG-IM)":[54],"method":[55],"that":[56,107],"mitigates":[57],"annotations":[62],"captures":[64],"sufficient":[65],"situational":[66,155],"perception":[67,156],"information":[68],"for":[69],"better":[70,80],"global":[71,145],"saliency":[72],"distilled":[73],"visual-to-textual":[76,160],"task.":[77],"SPG-IM":[78],"can":[79,108],"associate":[81],"inter-objects":[82],"saliency,":[85],"compensate":[87],"nature":[90],"image":[92,163],"its":[95],"expensive":[96],"annotation.":[97],"We":[98,172],"also":[99,173],"introduce":[100],"textual":[102],"Semantic":[103],"Transformation":[104,127],"(TST)":[105],"module":[106],"effectively":[109],"transform":[110],"integrate":[112],"feature":[115],"stream":[116],"guide":[118],"visual":[120],"representations.":[121],"addition,":[123],"an":[124],"Adaptive":[125],"Focal":[126],"(AFT)":[128],"Refinement":[129],"Network":[130],"is":[131],"proposed":[132],"adaptively":[134],"switch":[135],"multi-scale":[136],"receptive":[137],"fields":[138],"focal":[140],"points":[141],"enhance":[143],"both":[144],"local":[147],"details.":[148],"Extensive":[149],"experiments":[150],"demonstrate":[151],"effectiveness":[153],"guidance":[157],"tasks":[161],"on":[162],"matting,":[164],"our":[166,181],"model":[167],"outperforms":[168],"state-of-the-art":[170],"methods.":[171],"analyze":[174],"significance":[176],"different":[178],"components":[179],"model.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}