{"id":"https://openalex.org/W3083885798","doi":"https://doi.org/10.1109/tcsvt.2020.3022707","title":"Learning Gated Non-Local Residual for Single-Image Rain Streak Removal","display_name":"Learning Gated Non-Local Residual for Single-Image Rain Streak Removal","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3083885798","doi":"https://doi.org/10.1109/tcsvt.2020.3022707","mag":"3083885798"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2020.3022707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2020.3022707","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5016081925","display_name":"Lei Zhu","orcid":"https://orcid.org/0000-0003-3871-663X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lei Zhu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong","Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-3871-663X","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077627006","display_name":"Zijun Deng","orcid":"https://orcid.org/0000-0003-1590-7863"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Deng","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou , China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027851405","display_name":"Xiaowei Hu","orcid":"https://orcid.org/0000-0002-5708-7018"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaowei Hu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong","Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-5708-7018","affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013151488","display_name":"Haoran Xie","orcid":"https://orcid.org/0000-0003-0965-3617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoran Xie","raw_affiliation_strings":["Lingnan University, Hong Kong","Department of Computing and Decision Sciences , Lingnan University , Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-0965-3617","affiliations":[{"raw_affiliation_string":"Lingnan University, Hong Kong","institution_ids":[]},{"raw_affiliation_string":"Department of Computing and Decision Sciences , Lingnan University , Hong Kong","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027872024","display_name":"Xuemiao Xu","orcid":"https://orcid.org/0000-0002-8006-3663"},"institutions":[{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]},{"id":"https://openalex.org/I4391768177","display_name":"State Key Laboratory of Subtropical Building Science","ror":"https://ror.org/020bzb737","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391768177","https://openalex.org/I90610280"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemiao Xu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, Guangzhou, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","State Key Laboratory of Subtropical Building Science, Ministry of Education Key Laboratory of Big Data and Intelligent Robot, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8006-3663","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computational Intelligence and Cyberspace Information, Guangzhou, China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"State Key Laboratory of Subtropical Building Science, Ministry of Education Key Laboratory of Big Data and Intelligent Robot, Guangzhou, China","institution_ids":["https://openalex.org/I4391768177"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jing Qin","orcid":"https://orcid.org/0000-0002-2961-0860"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jing Qin","raw_affiliation_strings":["Centre for Smart Health, School of Nursing, The Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-2961-0860","affiliations":[{"raw_affiliation_string":"Centre for Smart Health, School of Nursing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032708386","display_name":"Pheng\u2010Ann Heng","orcid":"https://orcid.org/0000-0003-3055-5034"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Pheng-Ann Heng","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","The Chinese University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-3055-5034","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Computer Vision and Virtual Reality Technology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2311,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.95301129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"31","issue":"6","first_page":"2147","last_page":"2159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement 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"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement 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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9939000010490417,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.992900013923645,"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/residual","display_name":"Residual","score":0.8218507766723633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7229743599891663},{"id":"https://openalex.org/keywords/streak","display_name":"Streak","score":0.6867970824241638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567210555076599},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6338151693344116},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6091892719268799},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5702334046363831},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5232683420181274},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5215218663215637},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4520924985408783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16313540935516357}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.8218507766723633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7229743599891663},{"id":"https://openalex.org/C65185188","wikidata":"https://www.wikidata.org/wiki/Q107775","display_name":"Streak","level":2,"score":0.6867970824241638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567210555076599},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6338151693344116},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6091892719268799},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5702334046363831},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5232683420181274},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5215218663215637},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4520924985408783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16313540935516357},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2020.3022707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2020.3022707","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-162858","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-162858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1665214252","https://openalex.org/W1965572510","https://openalex.org/W1992687477","https://openalex.org/W2084053957","https://openalex.org/W2097073572","https://openalex.org/W2113968972","https://openalex.org/W2119535410","https://openalex.org/W2121396509","https://openalex.org/W2133665775","https://openalex.org/W2144701150","https://openalex.org/W2154621477","https://openalex.org/W2154815154","https://openalex.org/W2163398148","https://openalex.org/W2163605009","https://openalex.org/W2177195834","https://openalex.org/W2194775991","https://openalex.org/W2209874411","https://openalex.org/W2412782625","https://openalex.org/W2466666260","https://openalex.org/W2509784253","https://openalex.org/W2559264300","https://openalex.org/W2592939477","https://openalex.org/W2613718673","https://openalex.org/W2740982616","https://openalex.org/W2752782242","https://openalex.org/W2777170053","https://openalex.org/W2798600195","https://openalex.org/W2884068670","https://openalex.org/W2887181327","https://openalex.org/W2896911342","https://openalex.org/W2912435603","https://openalex.org/W2913360047","https://openalex.org/W2930755307","https://openalex.org/W2954171777","https://openalex.org/W2962850830","https://openalex.org/W2963017889","https://openalex.org/W2963091558","https://openalex.org/W2963372104","https://openalex.org/W2963420686","https://openalex.org/W2963800716","https://openalex.org/W2963840672","https://openalex.org/W2963861381","https://openalex.org/W2963866045","https://openalex.org/W2963878020","https://openalex.org/W2964212750","https://openalex.org/W2967584026","https://openalex.org/W2974467376","https://openalex.org/W3026432413","https://openalex.org/W4293584584","https://openalex.org/W6620707391","https://openalex.org/W6637242042","https://openalex.org/W6684191040","https://openalex.org/W6696085341","https://openalex.org/W6734061528","https://openalex.org/W6750227808","https://openalex.org/W6753755972","https://openalex.org/W6967019552"],"related_works":["https://openalex.org/W2000740899","https://openalex.org/W213647845","https://openalex.org/W2371834895","https://openalex.org/W2997637732","https://openalex.org/W2381571063","https://openalex.org/W2082818786","https://openalex.org/W2047678803","https://openalex.org/W1970284974","https://openalex.org/W2362555026","https://openalex.org/W3211385606"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,64,114,121,155],"gated":[4,116],"non-local":[5,65,73,104],"deep":[6],"residual":[7,24,44,60,127],"learning":[8,25],"framework":[9],"for":[10,48,58],"image":[11],"deraining.":[12],"It":[13],"can":[14],"avoid":[15],"the":[16,22,31,40,50,81,96,101,125,134],"over-deraining":[17],"or":[18],"under-deraining":[19],"caused":[20],"by":[21,75,88,128],"global":[23,43,59,126],"in":[26,35],"existing":[27],"deraining":[28,143],"networks,":[29],"since":[30],"learned":[32],"soft":[33,122],"gate":[34,123],"our":[36,152],"method":[37],"adaptively":[38],"adjusts":[39],"amount":[41],"of":[42,84,133],"to":[45,99,119],"be":[46],"passed":[47],"generating":[49],"final":[51],"derained":[52],"result.":[53],"To":[54],"generate":[55],"feature":[56,82,135],"maps":[57,136],"prediction,":[61],"we":[62,112],"develop":[63,113],"guided":[66],"attention":[67,97],"module":[68,118],"(NLAM),":[69],"which":[70],"first":[71],"obtains":[72],"features":[74,86,105],"exploiting":[76],"spatial":[77],"inter-dependencies":[78,132],"among":[79],"all":[80],"positions":[83],"local":[85,102],"produced":[87],"convolutional":[89],"neural":[90],"network":[91,153],"(CNN),":[92],"and":[93,103,146,157],"then":[94],"leverages":[95],"mechanism":[98],"merge":[100],"based":[106],"on":[107,124,141],"their":[108],"complementary":[109],"relation.":[110],"Moreover,":[111],"channel-wise":[115],"prediction":[117],"learn":[120],"explicitly":[129],"modelling":[130],"channel":[131],"obtained":[137],"from":[138],"NLAM.":[139],"Experiments":[140],"four":[142],"benchmark":[144],"datasets":[145],"real-world":[147],"rainy":[148],"images":[149],"show":[150],"that":[151],"has":[154],"quantitative":[156],"qualitative":[158],"improvement":[159],"over":[160],"state-of-the-arts.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
