{"id":"https://openalex.org/W4389781057","doi":"https://doi.org/10.1145/3627341.3630390","title":"Two-branch weakly supervised semantic segmentation network based on web data enhancement","display_name":"Two-branch weakly supervised semantic segmentation network based on web data enhancement","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4389781057","doi":"https://doi.org/10.1145/3627341.3630390"},"language":"en","primary_location":{"id":"doi:10.1145/3627341.3630390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627341.3630390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Computer, Vision and Intelligent Technology","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/A5062884305","display_name":"F. Zhang","orcid":"https://orcid.org/0009-0001-5378-9485"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fengshun Zhang","raw_affiliation_strings":["Northwest Normal University, China"],"raw_orcid":"https://orcid.org/0009-0001-5378-9485","affiliations":[{"raw_affiliation_string":"Northwest Normal University, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012142124","display_name":"Yanjiao Yang","orcid":"https://orcid.org/0009-0006-0597-6557"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjiao Yang","raw_affiliation_strings":["Northwest Normal University, China"],"raw_orcid":"https://orcid.org/0009-0006-0597-6557","affiliations":[{"raw_affiliation_string":"Northwest Normal University, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103066679","display_name":"Tao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["Northwest Normal University, China"],"raw_orcid":"https://orcid.org/0009-0009-6996-5541","affiliations":[{"raw_affiliation_string":"Northwest Normal University, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103086427","display_name":"Long Wen","orcid":"https://orcid.org/0009-0002-4347-3812"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Wen","raw_affiliation_strings":["Northwest Normal University, China"],"raw_orcid":"https://orcid.org/0009-0002-4347-3812","affiliations":[{"raw_affiliation_string":"Northwest Normal University, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094008401","display_name":"Tianjiao Yue","orcid":"https://orcid.org/0009-0001-2553-9796"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjiao Yue","raw_affiliation_strings":["Northwest Normal University, China"],"raw_orcid":"https://orcid.org/0009-0001-2553-9796","affiliations":[{"raw_affiliation_string":"Northwest Normal University, China","institution_ids":["https://openalex.org/I68986083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062884305"],"corresponding_institution_ids":["https://openalex.org/I68986083"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17575308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9829999804496765,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9829999804496765,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9711999893188477,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9667999744415283,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8036904335021973},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5668160319328308},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.542130708694458},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.45802009105682373},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37471094727516174},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35053929686546326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8036904335021973},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5668160319328308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.542130708694458},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.45802009105682373},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37471094727516174},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35053929686546326}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627341.3630390","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627341.3630390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Computer, Vision and Intelligent Technology","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":16,"referenced_works":["https://openalex.org/W2133515615","https://openalex.org/W2295107390","https://openalex.org/W2996952120","https://openalex.org/W2997851315","https://openalex.org/W3202680556","https://openalex.org/W4205127876","https://openalex.org/W4210346331","https://openalex.org/W4225636507","https://openalex.org/W4301409532","https://openalex.org/W4308234195","https://openalex.org/W4320008335","https://openalex.org/W6600018615","https://openalex.org/W6600103761","https://openalex.org/W6600339963","https://openalex.org/W6605100834","https://openalex.org/W6608137528"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W2799953226","https://openalex.org/W3204400600","https://openalex.org/W3159516372","https://openalex.org/W3204019825"],"abstract_inverted_index":{"As":[0],"we":[1],"all":[2],"know,":[3],"CAM":[4,33],"[1]":[5],"can":[6,26,31,45],"only":[7],"provide":[8],"initial":[9,61,105],"seeds":[10],"of":[11,40,63,103,135],"objects":[12],"in":[13],"weakly":[14],"supervised":[15],"segmentation.":[16],"This":[17],"paper":[18],"proposes":[19],"a":[20,75],"two-branch":[21],"semantic":[22,28],"segmentation":[23,98,133],"network":[24,44,122],"that":[25],"transfer":[27,90],"knowledge,":[29],"which":[30],"help":[32],"achieve":[34],"more":[35],"complete":[36],"and":[37,109,125,138],"accurate":[38],"regions":[39],"objects.":[41],"Thus,":[42],"the":[43,55,60,64,71,79,86,104,142],"be":[46],"specifically":[47],"divided":[48],"into":[49],"3":[50],"steps:":[51],"(1)":[52],"Firstly,":[53],"training":[54,96,116],"attention":[56,81],"map":[57,82],"to":[58,73,84,92,131],"obtain":[59,132],"mask":[62],"target":[65,93,106],"dataset;":[66],"(2)Secondly,":[67],"Crawling":[68],"images":[69],"from":[70],"web":[72,76,87],"build":[74],"dataset,":[77,88],"use":[78],"trained":[80],"model":[83],"clean":[85],"then":[89],"knowledge":[91],"dataset":[94,107],"by":[95],"group":[97],"network;":[99],"(3)":[100],"Finally,":[101],"Fusion":[102],"masks":[108,111],"enhanced":[110],"are":[112,123],"used":[113,130],"as":[114],"pseudo-supervised":[115],"full":[117],"convolutional":[118],"networks.":[119],"The":[120],"backbone":[121],"VGG16":[124],"ResNet-101,":[126],"image-level":[127],"labels":[128],"were":[129],"performances":[134],"Val":[136],"65.1%":[137],"Test":[139],"65.9%":[140],"on":[141],"PASCAL":[143],"VOC":[144],"2012":[145],"dataset.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}