{"id":"https://openalex.org/W3200683480","doi":"https://doi.org/10.1109/tnnls.2021.3112235","title":"Multi-Scale Hybrid Fusion Network for Single Image Deraining","display_name":"Multi-Scale Hybrid Fusion Network for Single Image Deraining","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3200683480","doi":"https://doi.org/10.1109/tnnls.2021.3112235","mag":"3200683480","pmid":"https://pubmed.ncbi.nlm.nih.gov/34559666"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2021.3112235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3112235","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103140908","display_name":"Kui Jiang","orcid":"https://orcid.org/0000-0002-4055-7503"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kui Jiang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741750","display_name":"Zhongyuan Wang","orcid":"https://orcid.org/0000-0002-9796-488X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Wang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software (NERCMS), School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software (NERCMS), School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088371302","display_name":"Peng Yi","orcid":"https://orcid.org/0000-0001-9366-951X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yi","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418568","display_name":"Chen Chen","orcid":"https://orcid.org/0000-0003-3957-7061"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of North Carolina at Charlotte, Charlotte, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103253679","display_name":"Guangcheng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangcheng Wang","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027802291","display_name":"Zhen Han","orcid":"https://orcid.org/0000-0002-1862-4781"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Han","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software (NERCMS), School of Computer Science, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software (NERCMS), School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087165831","display_name":"Junjun Jiang","orcid":"https://orcid.org/0000-0002-5694-505X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjun Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058154161","display_name":"Zixiang Xiong","orcid":"https://orcid.org/0000-0002-4714-3311"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zixiang Xiong","raw_affiliation_strings":["Department of Electrical and Computer Engineering (ECE), Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering (ECE), Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5103140908"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":3.8757,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.94929016,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"7","first_page":"3594","last_page":"3608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9986000061035156,"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":0.7955670356750488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6607884764671326},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6287820935249329},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5008206367492676},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4543958008289337},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4436597526073456},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4396909773349762},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4293038845062256},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4107278883457184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09667056798934937},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07242476940155029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7955670356750488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6607884764671326},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6287820935249329},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5008206367492676},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4543958008289337},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4436597526073456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4396909773349762},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4293038845062256},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4107278883457184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09667056798934937},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07242476940155029},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2021.3112235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3112235","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:34559666","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34559666","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 neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G2506566822","display_name":null,"funder_award_id":"U1903214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3128236903","display_name":null,"funder_award_id":"62072347","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4387305886","display_name":null,"funder_award_id":"61872277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G769530383","display_name":null,"funder_award_id":"62071339","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8663651901","display_name":null,"funder_award_id":"62171328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G941251740","display_name":null,"funder_award_id":"62072350","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":84,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1928906481","https://openalex.org/W2047710600","https://openalex.org/W2073623229","https://openalex.org/W2097073572","https://openalex.org/W2102166818","https://openalex.org/W2121396509","https://openalex.org/W2122596619","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2151707108","https://openalex.org/W2154621477","https://openalex.org/W2162915993","https://openalex.org/W2163146621","https://openalex.org/W2466666260","https://openalex.org/W2509784253","https://openalex.org/W2559264300","https://openalex.org/W2561196672","https://openalex.org/W2562137921","https://openalex.org/W2563705555","https://openalex.org/W2607041014","https://openalex.org/W2737725206","https://openalex.org/W2740982616","https://openalex.org/W2752782242","https://openalex.org/W2753548330","https://openalex.org/W2798581339","https://openalex.org/W2805163084","https://openalex.org/W2808133401","https://openalex.org/W2866634454","https://openalex.org/W2884068670","https://openalex.org/W2884367402","https://openalex.org/W2910832120","https://openalex.org/W2912435603","https://openalex.org/W2930755307","https://openalex.org/W2938759126","https://openalex.org/W2962785568","https://openalex.org/W2963017889","https://openalex.org/W2963091558","https://openalex.org/W2963150697","https://openalex.org/W2963495494","https://openalex.org/W2963782415","https://openalex.org/W2963800716","https://openalex.org/W2963878020","https://openalex.org/W2964101377","https://openalex.org/W2964212750","https://openalex.org/W2964267765","https://openalex.org/W2965669158","https://openalex.org/W2967584026","https://openalex.org/W2980047233","https://openalex.org/W2981899103","https://openalex.org/W2982220924","https://openalex.org/W2986833982","https://openalex.org/W2991350899","https://openalex.org/W2996811754","https://openalex.org/W2998525594","https://openalex.org/W3005521100","https://openalex.org/W3016101116","https://openalex.org/W3017109268","https://openalex.org/W3017136408","https://openalex.org/W3017153481","https://openalex.org/W3021784717","https://openalex.org/W3028045870","https://openalex.org/W3034242291","https://openalex.org/W3034972231","https://openalex.org/W3035250394","https://openalex.org/W3035326127","https://openalex.org/W3035713416","https://openalex.org/W3092703224","https://openalex.org/W3100194298","https://openalex.org/W3107184287","https://openalex.org/W3112479442","https://openalex.org/W3159245327","https://openalex.org/W3177172193","https://openalex.org/W3193296307","https://openalex.org/W4293584584","https://openalex.org/W6618372016","https://openalex.org/W6640376812","https://openalex.org/W6747084010","https://openalex.org/W6750227808","https://openalex.org/W6752237900","https://openalex.org/W6771865942","https://openalex.org/W6776110894","https://openalex.org/W6776441310","https://openalex.org/W6786709575"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Deep":[0],"learning":[1,53,142],"models":[2],"have":[3,173],"been":[4],"able":[5,180],"to":[6,17,43,91,113,181,204,211],"generate":[7,182],"rain-free":[8,160,185],"images":[9,186],"effectively,":[10],"but":[11],"the":[12,37,41,45,49,69,87,93,102,110,116,123,129,134,150,158,163,192,198,208,214],"extension":[13],"of":[14,52,65,98,118,125,147,216],"these":[15],"methods":[16],"complex":[18],"rain":[19,22,46,99,103,119],"conditions":[20],"where":[21],"streaks":[23,47,120],"show":[24],"various":[25],"blurring":[26],"degrees,":[27],"shapes,":[28],"and":[29,48,63,79,85,95,121,154,162,207],"densities":[30],"has":[31],"remained":[32],"an":[33,80],"open":[34],"problem.":[35],"Among":[36],"major":[38],"challenges":[39],"are":[40],"capacity":[42],"encode":[44],"sheer":[50],"difficulty":[51],"multi-scale":[54,126],"context":[55],"features":[56,127],"that":[57,144,175],"preserve":[58],"both":[59],"global":[60,96],"color":[61,155],"coherence":[62],"exactness":[64],"detail.":[66],"To":[67,132],"address":[68,133],"first":[70],"problem,":[71],"we":[72,108,137,196],"design":[73,139],"a":[74,140,167],"non-local":[75,111],"fusion":[76,82,124],"module":[77,83],"(NFM)":[78],"attention":[81],"(AFM),":[84],"construct":[86],"multi-level":[88],"pyramids'":[89],"architecture":[90],"explore":[92],"local":[94],"correlations":[97],"information":[100],"from":[101],"image":[104,130,161],"pyramid.":[105,131],"More":[106],"specifically,":[107],"apply":[109],"operation":[112],"fully":[114],"exploit":[115],"self-similarity":[117],"perform":[122],"along":[128],"latter":[135],"challenge,":[136],"additionally":[138],"residual":[141],"branch":[143],"is":[145,179,227],"capable":[146],"adaptively":[148],"bridging":[149],"gaps":[151],"(e.g.,":[152],"texture":[153],"information)":[156],"between":[157],"predicted":[159],"clean":[164],"background":[165],"via":[166],"hybrid":[168],"embedding":[169],"representation.":[170],"Extensive":[171],"results":[172],"demonstrated":[174],"our":[176,217],"proposed":[177],"method":[178,219],"much":[183],"better":[184],"on":[187],"several":[188],"benchmark":[189],"datasets":[190],"than":[191],"state-of-the-art":[193],"algorithms.":[194],"Moreover,":[195],"conduct":[197],"joint":[199],"evaluation":[200],"experiments":[201],"with":[202],"respect":[203],"deraining":[205,218],"performance":[206],"detection/segmentation":[209],"accuracy":[210],"further":[212],"verify":[213],"effectiveness":[215],"for":[220],"downstream":[221],"vision":[222],"tasks/applications.":[223],"The":[224],"source":[225],"code":[226],"available":[228],"at":[229],"https://github.com/kuihua/MSHFN.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}