{"id":"https://openalex.org/W3047791393","doi":"https://doi.org/10.1109/tpami.2020.3014629","title":"DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features","display_name":"DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features","publication_year":2020,"publication_date":"2020-08-06","ids":{"openalex":"https://openalex.org/W3047791393","doi":"https://doi.org/10.1109/tpami.2020.3014629","mag":"3047791393","pmid":"https://pubmed.ncbi.nlm.nih.gov/32759080"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2020.3014629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2020.3014629","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/DeFusionNET_Defocus_Blur_Detection_via_Recurrently_Fusing_and_Refining_Discriminative_Multi-Scale_Deep_Features/27806763","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033240507","display_name":"Chang Tang","orcid":"https://orcid.org/0000-0002-6515-7696"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Tang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-6515-7696","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727888","display_name":"Xinwang Liu","orcid":"https://orcid.org/0000-0001-9066-1475"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwang Liu","raw_affiliation_strings":["School of Computer Science, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9066-1475","affiliations":[{"raw_affiliation_string":"School of Computer Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652153","display_name":"Xiao Zheng","orcid":"https://orcid.org/0000-0002-5843-9206"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Zheng","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, China","School of Computer Science, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Computer Science, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695040","display_name":"Wanqing Li","orcid":"https://orcid.org/0000-0002-4427-2687"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanqing Li","raw_affiliation_strings":["School of Computing and Information Technology, University of Wollongong, Keiraville, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4427-2687","affiliations":[{"raw_affiliation_string":"School of Computing and Information Technology, University of Wollongong, Keiraville, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013113719","display_name":"Jian Xiong","orcid":"https://orcid.org/0000-0002-8744-8144"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Xiong","raw_affiliation_strings":["School of Business Administration, Southwestern University of Finance and Economics, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-8744-8144","affiliations":[{"raw_affiliation_string":"School of Business Administration, Southwestern University of Finance and Economics, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009116003","display_name":"Lizhe Wang","orcid":"https://orcid.org/0000-0003-2766-0845"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhe Wang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2766-0845","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["School of Information Technologies, University of Sydney, Camperdown, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3090-1059","affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, Camperdown, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053059459","display_name":"Antonella Longo","orcid":"https://orcid.org/0000-0002-6902-0160"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Longo","raw_affiliation_strings":["Department of Innovation Engineering, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6902-0160","affiliations":[{"raw_affiliation_string":"Department of Innovation Engineering, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0792,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.96443989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"44","issue":"2","first_page":"955","last_page":"968"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9790999889373779,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8084728717803955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7925562858581543},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7148440480232239},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.670947790145874},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5809149146080017},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5690338015556335},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5296663641929626},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.47675713896751404},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.12566891312599182}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8084728717803955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7925562858581543},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7148440480232239},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.670947790145874},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5809149146080017},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5690338015556335},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5296663641929626},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.47675713896751404},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.12566891312599182},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tpami.2020.3014629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2020.3014629","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:32759080","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32759080","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:ro.uow.edu.au:test2021-4888","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/3879","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Test Series for Scopus Harvesting 2021","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27806763","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/DeFusionNET_Defocus_Blur_Detection_via_Recurrently_Fusing_and_Refining_Discriminative_Multi-Scale_Deep_Features/27806763","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27806763","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/DeFusionNET_Defocus_Blur_Detection_via_Recurrently_Fusing_and_Refining_Discriminative_Multi-Scale_Deep_Features/27806763","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7200000286102295,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1012296881","display_name":null,"funder_award_id":"61701451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1596133006","display_name":null,"funder_award_id":"U1711266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1842105095","display_name":null,"funder_award_id":"61901205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G509352352","display_name":null,"funder_award_id":"41925007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6643592684","display_name":null,"funder_award_id":"61773392","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1745334888","https://openalex.org/W1885185971","https://openalex.org/W1903029394","https://openalex.org/W1916731006","https://openalex.org/W1966253962","https://openalex.org/W2021276667","https://openalex.org/W2039495738","https://openalex.org/W2046155154","https://openalex.org/W2054203848","https://openalex.org/W2057746730","https://openalex.org/W2061042245","https://openalex.org/W2097558986","https://openalex.org/W2104564430","https://openalex.org/W2117117414","https://openalex.org/W2131297486","https://openalex.org/W2133957619","https://openalex.org/W2140266075","https://openalex.org/W2151931211","https://openalex.org/W2155893237","https://openalex.org/W2162502230","https://openalex.org/W2249820524","https://openalex.org/W2292934097","https://openalex.org/W2294215176","https://openalex.org/W2335901184","https://openalex.org/W2395965399","https://openalex.org/W2508457857","https://openalex.org/W2523565258","https://openalex.org/W2532800065","https://openalex.org/W2546703031","https://openalex.org/W2560023338","https://openalex.org/W2574952845","https://openalex.org/W2604933682","https://openalex.org/W2618530766","https://openalex.org/W2673818281","https://openalex.org/W2752782242","https://openalex.org/W2767302379","https://openalex.org/W2776097932","https://openalex.org/W2788154928","https://openalex.org/W2791383351","https://openalex.org/W2798999055","https://openalex.org/W2799166040","https://openalex.org/W2799247888","https://openalex.org/W2800990595","https://openalex.org/W2866634454","https://openalex.org/W2884561390","https://openalex.org/W2890292358","https://openalex.org/W2898270005","https://openalex.org/W2925753896","https://openalex.org/W2948988617","https://openalex.org/W2954432404","https://openalex.org/W2963420948","https://openalex.org/W2963704386","https://openalex.org/W2963819848","https://openalex.org/W2969717429","https://openalex.org/W2976964318","https://openalex.org/W2997475996","https://openalex.org/W3015304398","https://openalex.org/W3100935401","https://openalex.org/W4231972595","https://openalex.org/W6637373629","https://openalex.org/W6801072609"],"related_works":["https://openalex.org/W2354322770","https://openalex.org/W3000097931","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W2130674020","https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2088733771","https://openalex.org/W2958404818"],"abstract_inverted_index":{"Albeit":[0],"great":[1],"success":[2],"has":[3],"been":[4],"achieved":[5],"in":[6,103],"image":[7],"defocus":[8,52,88],"blur":[9,29,53,89,106,164],"detection,":[10],"there":[11],"are":[12,77,96,112,156,189,226],"still":[13],"several":[14],"unsolved":[15],"challenges,":[16],"e.g.,":[17],"interference":[18],"of":[19,28,63,86,148,160,182,202,235],"background":[20],"clutter,":[21],"scale":[22],"sensitivity":[23],"and":[24,45,68,91,110,124,206,221,233],"missing":[25],"boundary":[26],"details":[27,85],"regions.":[30,107],"To":[31],"deal":[32],"with":[33,157],"these":[34],"issues,":[35],"we":[36,127,166],"propose":[37],"a":[38,129,168,198],"deep":[39,48,80],"neural":[40],"network":[41],"which":[42],"recurrently":[43],"fuses":[44],"refines":[46],"multi-scale":[47],"features":[49,59,67,76,95,175],"(DeFusionNet)":[50],"for":[51,82,162,176,210],"detection.":[54],"We":[55,196],"first":[56],"fuse":[57],"the":[58,73,84,92,120,138,145,180,193,231],"from":[60],"different":[61,149,153,158],"layers":[62,81,100],"FCN":[64],"as":[65,141,143],"shallow":[66,75,99],"semantic":[69,94],"features,":[70,126],"respectively.":[71],"Then,":[72],"fused":[74,93,190],"propagated":[78,97],"to":[79,98,101,118,136,172,191,228],"refining":[83],"detected":[87],"regions,":[90,165],"assist":[102],"better":[104],"locating":[105],"The":[108],"fusion":[109],"refinement":[111],"carried":[113],"out":[114],"recurrently.":[115],"In":[116],"order":[117],"narrow":[119],"gap":[121],"between":[122],"low-level":[123],"high-level":[125],"embed":[128],"feature":[130,134,150,154,177],"adaptation":[131],"module":[132,171],"before":[133],"propagating":[135],"exploit":[137],"complementary":[139],"information":[140],"well":[142],"reduce":[144],"contradictory":[146],"response":[147],"layers.":[151],"Since":[152],"channels":[155],"extents":[159],"discrimination":[161],"detecting":[163],"design":[167],"channel":[169],"attention":[170],"select":[173],"discriminative":[174],"refinement.":[178],"Finally,":[179],"output":[181],"each":[183],"layer":[184],"at":[185],"last":[186],"recurrent":[187],"step":[188],"obtain":[192],"final":[194],"result.":[195],"collect":[197],"new":[199],"dataset":[200],"consists":[201],"various":[203],"challenging":[204],"images":[205],"their":[207],"pixel-wise":[208],"annotations":[209],"promoting":[211],"further":[212],"study.":[213],"Extensive":[214],"experiments":[215],"on":[216],"two":[217],"commonly":[218],"used":[219],"datasets":[220],"our":[222],"newly":[223],"collected":[224],"one":[225],"conducted":[227],"demonstrate":[229],"both":[230],"efficacy":[232],"efficiency":[234],"DeFusionNet.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
