{"id":"https://openalex.org/W3108636759","doi":"https://doi.org/10.1109/access.2020.3041748","title":"Using Features Specifically: An Efficient Network for Scene Segmentation Based on Dedicated Attention Mechanisms","display_name":"Using Features Specifically: An Efficient Network for Scene Segmentation Based on Dedicated Attention Mechanisms","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3108636759","doi":"https://doi.org/10.1109/access.2020.3041748","mag":"3108636759"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3041748","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041748","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09274395.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09274395.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077303782","display_name":"Zhiqiang Xiong","orcid":"https://orcid.org/0000-0002-7389-1110"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Xiong","raw_affiliation_strings":["CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7389-1110","affiliations":[{"raw_affiliation_string":"CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429179","display_name":"Zhicheng Wang","orcid":"https://orcid.org/0000-0003-1726-9631"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhicheng Wang","raw_affiliation_strings":["CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089770704","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-4063-9381"},"institutions":[{"id":"https://openalex.org/I4210146919","display_name":"Shanghai Industrial Technology Institute","ror":"https://ror.org/03j1pdd39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210146919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Shanghai Aerospace Electronic Technology Institute, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Aerospace Electronic Technology Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210146919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102007584","display_name":"Zhaohui Yu","orcid":"https://orcid.org/0000-0002-8230-1899"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Yu","raw_affiliation_strings":["CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8230-1899","affiliations":[{"raw_affiliation_string":"CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100607708","display_name":"Xi Gu","orcid":"https://orcid.org/0000-0002-1697-119X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Gu","raw_affiliation_strings":["CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAD Research Center, College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077303782"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0981,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42722289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"217947","last_page":"217956"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991000294685364,"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":0.7785184383392334},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.598842203617096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5344523787498474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45543038845062256},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4480132758617401}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7785184383392334},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.598842203617096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5344523787498474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45543038845062256},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4480132758617401}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3041748","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041748","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09274395.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f3e97379c49d4847b4229556b41341c6","is_oa":true,"landing_page_url":"https://doaj.org/article/f3e97379c49d4847b4229556b41341c6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 217947-217956 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3041748","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3041748","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09274395.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108636759.pdf","grobid_xml":"https://content.openalex.org/works/W3108636759.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1686810756","https://openalex.org/W1817277359","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1938976761","https://openalex.org/W2117539524","https://openalex.org/W2125215748","https://openalex.org/W2144794286","https://openalex.org/W2147527908","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2508741746","https://openalex.org/W2550553598","https://openalex.org/W2560023338","https://openalex.org/W2563705555","https://openalex.org/W2592939477","https://openalex.org/W2598666589","https://openalex.org/W2630837129","https://openalex.org/W2752782242","https://openalex.org/W2798791840","https://openalex.org/W2799166040","https://openalex.org/W2804488433","https://openalex.org/W2884585870","https://openalex.org/W2886934227","https://openalex.org/W2895340641","https://openalex.org/W2951527505","https://openalex.org/W2955058313","https://openalex.org/W2962707357","https://openalex.org/W2962835968","https://openalex.org/W2962891704","https://openalex.org/W2963136578","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963563573","https://openalex.org/W2963727650","https://openalex.org/W2963840672","https://openalex.org/W2963881378","https://openalex.org/W2997225633","https://openalex.org/W3011075597","https://openalex.org/W3035071066","https://openalex.org/W6637373629","https://openalex.org/W6638480814","https://openalex.org/W6639102338","https://openalex.org/W6639824700","https://openalex.org/W6682137061","https://openalex.org/W6684191040","https://openalex.org/W6696085341","https://openalex.org/W6725519663","https://openalex.org/W6739696289","https://openalex.org/W6751733626","https://openalex.org/W6753412334","https://openalex.org/W6754123467","https://openalex.org/W6754713557"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W2755342338","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2058170566"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,42,58],"is":[2,100],"a":[3,63,74,95],"challenging":[4],"task":[5],"in":[6,116],"computer":[7],"vision,":[8],"which":[9,99],"requires":[10],"both":[11],"context":[12,84],"information":[13,85],"and":[14,73,112,140,144],"rich":[15],"spatial":[16,27],"detail.":[17,28],"To":[18],"this":[19,45],"end,":[20],"most":[21],"methods":[22],"introduce":[23],"low-level":[24,30,37,49,70],"features":[25,31,38,50,55,71,121],"for":[26],"However,":[29],"lack":[32],"global":[33],"information.":[34],"Too":[35],"much":[36],"will":[39],"disturb":[40],"the":[41,83,91,104,123,126,159],"result.":[43],"In":[44],"paper,":[46],"we":[47,61,145],"extract":[48],"guided":[51],"by":[52],"abstract":[53],"semantic":[54],"to":[56,68,81,103],"improve":[57],"results.":[59],"Specifically,":[60],"propose":[62],"Pixel-wise":[64],"Attention":[65,77],"Module":[66,79],"(PAM)":[67],"select":[69],"adaptively":[72],"Dual":[75],"Channel-wise":[76],"Fusion":[78],"(DCAFM)":[80],"fuse":[82],"further.":[86],"These":[87],"two":[88],"modules":[89,115],"use":[90],"attention":[92],"mechanism":[93],"from":[94],"more":[96],"macro":[97],"perspective,":[98],"not":[101,110],"limited":[102],"inter-layer":[105],"feature":[106],"adjustments.":[107],"There":[108],"are":[109],"complicated":[111],"redundant":[113],"processing":[114],"our":[117,133],"architecture.":[118],"By":[119],"using":[120],"efficiently,":[122],"complexity":[124],"of":[125],"network":[127],"was":[128],"significantly":[129],"reduced.":[130],"We":[131],"evaluate":[132],"approach":[134],"on":[135,150,158],"Cityscapes,":[136],"PASCAL":[137,141,151],"VOC":[138,152],"2012,":[139],"Context":[142],"datasets,":[143],"achieve":[146],"82.3%":[147],"Mean":[148],"IoU":[149],"2012":[153],"test":[154],"dataset":[155],"without":[156],"pre-training":[157],"MS-COCO":[160],"dataset.":[161]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}