{"id":"https://openalex.org/W4226442776","doi":"https://doi.org/10.1109/tcsvt.2022.3170048","title":"All-Higher-Stages-In Adaptive Context Aggregation for Semantic Edge Detection","display_name":"All-Higher-Stages-In Adaptive Context Aggregation for Semantic Edge Detection","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4226442776","doi":"https://doi.org/10.1109/tcsvt.2022.3170048"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3170048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3170048","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/A5018921667","display_name":"Qihan Bo","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihan Bo","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009533191","display_name":"Wei Ma","orcid":"https://orcid.org/0000-0001-9652-4260"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Ma","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9652-4260","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067850699","display_name":"Yu\u2010Kun Lai","orcid":"https://orcid.org/0000-0002-2094-5680"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu-Kun Lai","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2094-5680","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017031914","display_name":"Hongbin Zha","orcid":"https://orcid.org/0000-0001-5860-4673"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Zha","raw_affiliation_strings":["Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5860-4673","affiliations":[{"raw_affiliation_string":"Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8597,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86579502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":"10","first_page":"6778","last_page":"6791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9988999962806702,"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":0.8105936050415039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6222833395004272},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5716447234153748},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5697771310806274},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.564073383808136},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5628066658973694},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5389502644538879},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4649480879306793},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.45283034443855286},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33143413066864014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105936050415039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6222833395004272},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5716447234153748},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5697771310806274},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.564073383808136},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5628066658973694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5389502644538879},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4649480879306793},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.45283034443855286},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33143413066864014},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcsvt.2022.3170048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3170048","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:https://orca.cardiff.ac.uk:149470","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"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":"Article"},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:149470","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/149470/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3540035971","display_name":null,"funder_award_id":"61771026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7466005810","display_name":null,"funder_award_id":"62176010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8885163318","display_name":"\u57fa\u4e8e\u8bed\u4e49\u5206\u6790\u7684\u5927\u89c4\u6a21\u573a\u666f\u89c6\u89c9\u91cd\u5efa\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61632003","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1539790486","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1910619957","https://openalex.org/W1930528368","https://openalex.org/W2006950721","https://openalex.org/W2144794286","https://openalex.org/W2145023731","https://openalex.org/W2155871590","https://openalex.org/W2266390837","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2574253917","https://openalex.org/W2606492274","https://openalex.org/W2737258237","https://openalex.org/W2740400853","https://openalex.org/W2787091153","https://openalex.org/W2883254424","https://openalex.org/W2885139206","https://openalex.org/W2943352701","https://openalex.org/W2953881420","https://openalex.org/W2963307106","https://openalex.org/W2966401131","https://openalex.org/W2982631194","https://openalex.org/W2989684653","https://openalex.org/W2991471181","https://openalex.org/W3009158303","https://openalex.org/W3035433720","https://openalex.org/W3040304705","https://openalex.org/W3048402753","https://openalex.org/W3048553410","https://openalex.org/W3093425017","https://openalex.org/W3105688002","https://openalex.org/W3131641033","https://openalex.org/W3134837903","https://openalex.org/W3159637683","https://openalex.org/W3172265425","https://openalex.org/W3175701034","https://openalex.org/W3202407433","https://openalex.org/W3209412357","https://openalex.org/W3216325077","https://openalex.org/W4214774769","https://openalex.org/W4241071816","https://openalex.org/W6739696289","https://openalex.org/W6760897771","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W2337415362","https://openalex.org/W4312857205","https://openalex.org/W121273120","https://openalex.org/W2740820121","https://openalex.org/W317572212","https://openalex.org/W2002009170","https://openalex.org/W2034462085","https://openalex.org/W2546871836","https://openalex.org/W2141888456","https://openalex.org/W2136485282"],"abstract_inverted_index":{"Convolutional":[0],"Neural":[1],"Networks":[2],"(CNNs)":[3],"can":[4,92,110],"reveal":[5],"local":[6],"variation":[7],"details":[8,116],"and":[9,108,120],"multi-scale":[10],"spatial":[11],"context":[12,57,96],"in":[13,37,45,58,146],"images":[14],"via":[15,103],"low-to-high":[16],"stages":[17,44],"of":[18,23,54,74,180,193],"feature":[19,80],"expression;":[20],"effective":[21],"fusion":[22,81],"these":[24],"raw":[25],"features":[26,42,102,113,152,175,182],"is":[27,76],"key":[28],"to":[29,137,170],"Semantic":[30,166],"Edge":[31],"Detection":[32],"(SED).":[33],"The":[34,149],"methods":[35],"available":[36],"the":[38,52,72,157,173,178,181,184,190,194],"field":[39],"generally":[40],"fuse":[41],"across":[43],"a":[46,67,77,104,130],"position-aligned":[47],"mode,":[48],"which":[49,75],"cannot":[50],"satisfy":[51],"requirements":[53],"diverse":[55],"semantic":[56,95],"categorizing":[59],"different":[60],"pixels.":[61],"In":[62,126],"this":[63],"paper,":[64],"we":[65,128],"propose":[66],"deep":[68],"framework":[69],"for":[70,100,117,123],"SED,":[71],"core":[73],"new":[78],"multi-stage":[79,151],"structure,":[82],"called":[83],"All-HiS-In":[84,90,158],"ACA":[85,91,159],"(All-Higher-Stages-In":[86],"Adaptive":[87],"Context":[88],"Aggregation).":[89],"adaptively":[93],"select":[94],"from":[97],"all":[98],"higher-stages":[99],"detailed":[101],"cross-stage":[105],"self-attention":[106],"paradigm,":[107],"thus":[109],"obtain":[111],"fused":[112,174],"with":[114,143],"high-resolution":[115],"edge":[118,124],"localization":[119],"rich":[121],"semantics":[122],"categorization.":[125],"addition,":[127],"develop":[129],"non-parametric":[131],"Inter-layer":[132],"Complementary":[133],"Enhancement":[134],"(ICE)":[135],"module":[136,169],"supplement":[138],"clues":[139],"at":[140],"each":[141],"stage":[142],"their":[144],"counterparts":[145],"adjacent":[147],"stages.":[148],"ICE-enhanced":[150],"are":[153],"then":[154],"fed":[155],"into":[156],"module.":[160],"We":[161],"also":[162],"construct":[163],"an":[164],"Object-level":[165],"Integration":[167],"(OSI)":[168],"further":[171],"refine":[172],"by":[176],"enforcing":[177],"consistency":[179],"within":[183],"same":[185],"object.":[186],"Extensive":[187],"experiments":[188],"demonstrate":[189],"superior":[191],"performance":[192],"proposed":[195],"method":[196],"over":[197],"state-of-the-art":[198],"works.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
