{"id":"https://openalex.org/W3171255836","doi":"https://doi.org/10.1109/icme51207.2021.9428080","title":"EDGE Enhancement Network for Weakly Supervised Semantic Segmentation","display_name":"EDGE Enhancement Network for Weakly Supervised Semantic Segmentation","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3171255836","doi":"https://doi.org/10.1109/icme51207.2021.9428080","mag":"3171255836"},"language":"en","primary_location":{"id":"doi:10.1109/icme51207.2021.9428080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme51207.2021.9428080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Multimedia and Expo (ICME)","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/A5027142928","display_name":"Mei Yu","orcid":"https://orcid.org/0000-0002-5169-4829"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mei Yu","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,China","Tianjin Key Laboratory of Advanced Networking, China","College of Intelligence and Computing, Tianjin University, China","Tianjin Key Laboratory of Cognitive Computing and Application, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, China","institution_ids":[]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027957699","display_name":"Junbin Wei","orcid":"https://orcid.org/0000-0003-4722-7395"},"institutions":[{"id":"https://openalex.org/I201532990","display_name":"Tianjin Foreign Studies University","ror":"https://ror.org/057hdmq26","country_code":"CN","type":"education","lineage":["https://openalex.org/I201532990"]},{"id":"https://openalex.org/I4210153086","display_name":"Florida International University Tianjin Center","ror":"https://ror.org/03ps0yk73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153086"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbin Wei","raw_affiliation_strings":["Tianjin International Engineering Institute, Tianjin University,China","Tianjin International Engineering Institute, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin International Engineering Institute, Tianjin University,China","institution_ids":["https://openalex.org/I201532990","https://openalex.org/I4210153086"]},{"raw_affiliation_string":"Tianjin International Engineering Institute, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073075825","display_name":"Chenhan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138083","display_name":"Beijing Open University","ror":"https://ror.org/04pq2gg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210138083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhan Wang","raw_affiliation_strings":["OpenBayes Inc,Beijing,China","OpenBayes Inc, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OpenBayes Inc,Beijing,China","institution_ids":["https://openalex.org/I4210138083"]},{"raw_affiliation_string":"OpenBayes Inc, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731365","display_name":"Han Jiang","orcid":"https://orcid.org/0000-0003-3690-0492"},"institutions":[{"id":"https://openalex.org/I4210138083","display_name":"Beijing Open University","ror":"https://ror.org/04pq2gg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210138083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Jiang","raw_affiliation_strings":["OpenBayes Inc,Beijing,China","OpenBayes Inc, Beijing, China"],"affiliations":[{"raw_affiliation_string":"OpenBayes Inc,Beijing,China","institution_ids":["https://openalex.org/I4210138083"]},{"raw_affiliation_string":"OpenBayes Inc, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007203703","display_name":"Jian Yu","orcid":"https://orcid.org/0000-0001-6154-4800"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yu","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,China","Tianjin Key Laboratory of Cognitive Computing and Application, China","Tianjin Key Laboratory of Advanced Networking, China","College of Intelligence and Computing, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, China","institution_ids":[]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006326102","display_name":"Ruixuan Zhang","orcid":"https://orcid.org/0000-0002-7827-4365"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixuan Zhang","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,China","Tianjin Key Laboratory of Cognitive Computing and Application, China","Tianjin Key Laboratory of Advanced Networking, China","College of Intelligence and Computing, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, China","institution_ids":[]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429597","display_name":"Xuewei Li","orcid":"https://orcid.org/0000-0002-5330-7298"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Li","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,China","College of Intelligence and Computing, Tianjin University, China","Tianjin Key Laboratory of Cognitive Computing and Application, China","Tianjin Key Laboratory of Advanced Networking, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110584498","display_name":"Ruiguo Yu","orcid":"https://orcid.org/0000-0003-4039-2355"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiguo Yu","raw_affiliation_strings":["Tianjin University,College of Intelligence and Computing,China","Tianjin Key Laboratory of Cognitive Computing and Application, China","Tianjin Key Laboratory of Advanced Networking, China","College of Intelligence and Computing, Tianjin University, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,College of Intelligence and Computing,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Cognitive Computing and Application, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory of Advanced Networking, China","institution_ids":[]},{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5027142928"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06232026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993000030517578,"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/T11714","display_name":"Multimodal Machine Learning Applications","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7568027973175049},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7465190291404724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7026258707046509},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6511614322662354},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.6369959115982056},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5662131905555725},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5641343593597412},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46887803077697754},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46824944019317627},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4359095096588135},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4185103178024292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568027973175049},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7465190291404724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7026258707046509},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6511614322662354},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.6369959115982056},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5662131905555725},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5641343593597412},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46887803077697754},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46824944019317627},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4359095096588135},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4185103178024292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme51207.2021.9428080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme51207.2021.9428080","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1783315696","https://openalex.org/W1903029394","https://openalex.org/W2133515615","https://openalex.org/W2161236525","https://openalex.org/W2295107390","https://openalex.org/W2306289963","https://openalex.org/W2765793020","https://openalex.org/W2799124825","https://openalex.org/W2952793010","https://openalex.org/W2962758679","https://openalex.org/W2962858109","https://openalex.org/W2963351448","https://openalex.org/W2964309882","https://openalex.org/W2980189057","https://openalex.org/W2996952120","https://openalex.org/W2997851315","https://openalex.org/W3034333089","https://openalex.org/W3034930876","https://openalex.org/W3035703639","https://openalex.org/W3102659010","https://openalex.org/W3160487612","https://openalex.org/W6745168123","https://openalex.org/W6748481559","https://openalex.org/W6784085471"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2130151498","https://openalex.org/W2122581818","https://openalex.org/W1631910785","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2110230079","https://openalex.org/W2117933325","https://openalex.org/W2117664411","https://openalex.org/W1721780360"],"abstract_inverted_index":{"It":[0,110],"is":[1,37],"difficult":[2],"and":[3,18,31,119],"expensive":[4],"to":[5,16,40,69,90,97],"obtain":[6,98],"labels":[7,30],"for":[8],"image":[9],"semantic":[10,25],"segmentation":[11,26],"tasks.":[12],"This":[13,94],"has":[14,132],"led":[15],"more":[17,19,99],"researches":[20],"focusing":[21],"on":[22,50,136],"weakly":[23],"supervised":[24],"(WSSS)":[27],"with":[28],"image-level":[29,108],"the":[32,51,54,70,77,84,88,104,113,122,137,144,148],"class":[33],"activation":[34],"maps":[35],"(CAM)":[36],"often":[38],"used":[39],"locate":[41],"objects.":[42],"The":[43],"performance":[44],"of":[45,53,87,115,124],"WSSS":[46],"methods":[47,59],"largely":[48],"depends":[49],"accuracy":[52,114],"generated":[55],"CAMs,":[56],"but":[57],"current":[58,125],"can":[60],"only":[61,106],"perform":[62],"rough":[63],"locali/ation,":[64],"especially":[65],"cannot":[66],"fit":[67,103],"CAM":[68],"object\u2019s":[71],"edge":[72,92],"well.":[73],"Therefore,":[74],"we":[75],"propose":[76],"Edge":[78],"Enhancement":[79],"Network":[80],"(EEN),":[81],"which":[82,142],"uses":[83],"shallow":[85],"features":[86],"network":[89],"enhance":[91],"information.":[93],"allows":[95],"us":[96],"accurate":[100],"CAMs":[101],"that":[102],"edges":[105],"through":[107],"labels.":[109],"greatly":[111],"improves":[112],"pseudo":[116],"ground":[117],"truth":[118],"easily":[120],"reaches":[121],"level":[123],"mainstream":[126],"methods.":[127],"After":[128],"many":[129],"experiments,":[130],"it":[131],"reached":[133],"67.0%":[134],"mIoU":[135],"Pascal":[138],"VOC2012":[139],"validation":[140],"set,":[141],"exceeds":[143],"latest":[145],"method":[146],"under":[147],"same":[149],"training":[150],"settings.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
