{"id":"https://openalex.org/W2966484208","doi":"https://doi.org/10.1109/icaci.2019.8778583","title":"Rain-Density Squeeze-and-Excitation Residual Network for Single Image Rain-removal","display_name":"Rain-Density Squeeze-and-Excitation Residual Network for Single Image Rain-removal","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2966484208","doi":"https://doi.org/10.1109/icaci.2019.8778583","mag":"2966484208"},"language":"en","primary_location":{"id":"doi:10.1109/icaci.2019.8778583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci.2019.8778583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI)","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/A5013647109","display_name":"Xipu Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xipu Hu","raw_affiliation_strings":["Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390307","display_name":"Wenhao Wang","orcid":"https://orcid.org/0000-0001-7566-2322"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Wang","raw_affiliation_strings":["Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036839860","display_name":"Cheng Pang","orcid":"https://orcid.org/0000-0001-6469-2366"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Pang","raw_affiliation_strings":["Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Intelligent Processing of Computer Image and Graphics, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045514825","display_name":"Rushi Lan","orcid":"https://orcid.org/0000-0002-9488-8236"},"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":"Rushi Lan","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100426931","display_name":"Xiaonan Luo","orcid":"https://orcid.org/0000-0002-0751-5045"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaonan Luo","raw_affiliation_strings":["National and Local Joint Engineering Research Center of Satellite Navigation and Location Service, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"National and Local Joint Engineering Research Center of Satellite Navigation and Location Service, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013647109"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":null,"apc_paid":null,"fwci":0.1012,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.42932673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"289"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9972000122070312,"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":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.8013516664505005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6389393210411072},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.5431436896324158},{"id":"https://openalex.org/keywords/excitation","display_name":"Excitation","score":0.5301125049591064},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5153419375419617},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4980795383453369},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44103413820266724},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.4321841597557068},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4243782162666321},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3954145610332489},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3491629362106323},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2066240906715393},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2012457251548767},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14224955439567566},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1147964596748352},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1058337390422821}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.8013516664505005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6389393210411072},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5431436896324158},{"id":"https://openalex.org/C83581075","wikidata":"https://www.wikidata.org/wiki/Q1361503","display_name":"Excitation","level":2,"score":0.5301125049591064},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5153419375419617},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4980795383453369},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44103413820266724},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.4321841597557068},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4243782162666321},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3954145610332489},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3491629362106323},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2066240906715393},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2012457251548767},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14224955439567566},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1147964596748352},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1058337390422821},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaci.2019.8778583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaci.2019.8778583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1572507715","https://openalex.org/W1665214252","https://openalex.org/W1885185971","https://openalex.org/W1970821875","https://openalex.org/W1976056157","https://openalex.org/W1992687477","https://openalex.org/W2005876512","https://openalex.org/W2017416107","https://openalex.org/W2084053957","https://openalex.org/W2113569611","https://openalex.org/W2119535410","https://openalex.org/W2121396509","https://openalex.org/W2122596619","https://openalex.org/W2125188192","https://openalex.org/W2133665775","https://openalex.org/W2144701150","https://openalex.org/W2146337213","https://openalex.org/W2154621477","https://openalex.org/W2154815154","https://openalex.org/W2194775991","https://openalex.org/W2209874411","https://openalex.org/W2256362396","https://openalex.org/W2466666260","https://openalex.org/W2508457857","https://openalex.org/W2509784253","https://openalex.org/W2519481857","https://openalex.org/W2559264300","https://openalex.org/W2613034492","https://openalex.org/W2740982616","https://openalex.org/W2752782242","https://openalex.org/W2753548330","https://openalex.org/W2777170053","https://openalex.org/W2777241530","https://openalex.org/W2884068670","https://openalex.org/W2963420686","https://openalex.org/W2963966654","https://openalex.org/W2964212750","https://openalex.org/W6637242042","https://openalex.org/W6681686951","https://openalex.org/W6747017484"],"related_works":["https://openalex.org/W3196952692","https://openalex.org/W2984708981","https://openalex.org/W2755231872","https://openalex.org/W4300939921","https://openalex.org/W4383097772","https://openalex.org/W2964350391","https://openalex.org/W2274287116","https://openalex.org/W2897517148","https://openalex.org/W2983358626","https://openalex.org/W2967403871"],"abstract_inverted_index":{"The":[0,91],"removal":[1,34],"of":[2,32,41,51,101,111],"rain":[3,33,52,95,102],"streaks":[4,96],"in":[5,20,36,54,66,104],"a":[6,45,75],"single":[7,99],"image":[8],"is":[9],"an":[10],"extremely":[11],"challenging":[12],"task":[13],"due":[14],"to":[15,61],"the":[16,21,30,55,64,84,88,105,109,127,131],"uneven":[17],"rainfall":[18],"density":[19,50,100],"image.":[22],"Methods":[23],"based":[24,97],"on":[25,98,120],"deep":[26],"learning":[27],"have":[28,44],"boosted":[29],"performance":[31,65],"significantly":[35],"recent":[37,132],"years.":[38],"However,":[39],"most":[40],"these":[42],"methods":[43,134],"certain":[46],"demand":[47],"for":[48],"different":[49],"marks":[53,103],"training":[56,106],"data,":[57,107],"which":[58,82],"prevent":[59],"them":[60],"further":[62],"improve":[63],"some":[67],"outdoor":[68],"scenarios.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"present":[74],"novel":[76],"Rain-Density":[77],"Squeeze-and-Excitation":[78],"residual":[79],"network":[80,93,129],"(RDSER-NET),":[81],"adopts":[83],"squeeze-and-excitation":[85],"blocks":[86],"into":[87],"ResNet":[89],"framework.":[90],"proposed":[92,128],"remove":[94],"reducing":[108],"limitation":[110],"multi-density":[112],"proposals":[113],"and":[114,122],"achieving":[115],"better":[116],"results.":[117],"Extensive":[118],"experiments":[119],"synthetic":[121],"real":[123],"datasets":[124],"demonstrate":[125],"that":[126],"outperform":[130],"state-of-the-art":[133],"greatly.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}