{"id":"https://openalex.org/W4389692367","doi":"https://doi.org/10.1109/tits.2023.3312633","title":"Single Traffic Image Deraining via Similarity-Diversity Model","display_name":"Single Traffic Image Deraining via Similarity-Diversity Model","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4389692367","doi":"https://doi.org/10.1109/tits.2023.3312633"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2023.3312633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3312633","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Single_Traffic_Image_Deraining_via_Similarity-Diversity_Model/24087867","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085799488","display_name":"Youxing Li","orcid":"https://orcid.org/0000-0002-7533-481X"},"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":"Youxing Li","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/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":"Rushi Lan","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/A5009577442","display_name":"Huiwen Huang","orcid":"https://orcid.org/0000-0002-3554-533X"},"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":"Huiwen Huang","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/A5066119228","display_name":"Huiyu Zhou","orcid":"https://orcid.org/0000-0003-1634-9840"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huiyu Zhou","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077799191","display_name":"Zhenbing Liu","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":false,"raw_author_name":"Zhenbing Liu","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":"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 Local Joint Engineering Research Center of Satellite Navigation and Location Service, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"National 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":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5085799488"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":null,"apc_paid":null,"fwci":0.4797,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.664726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"25","issue":"1","first_page":"90","last_page":"103"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.7100207805633545},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7055524587631226},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6877508163452148},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6861618161201477},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5257285833358765},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4836341142654419},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47840961813926697},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44616949558258057},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4208875894546509},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39253467321395874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100207805633545},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7055524587631226},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6877508163452148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6861618161201477},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5257285833358765},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4836341142654419},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47840961813926697},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44616949558258057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4208875894546509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39253467321395874}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2023.3312633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3312633","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/24087867","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Single_Traffic_Image_Deraining_via_Similarity-Diversity_Model/24087867","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24087867","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Single_Traffic_Image_Deraining_via_Similarity-Diversity_Model/24087867","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1090474737","display_name":null,"funder_award_id":"2018AAA0100300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2855469915","display_name":null,"funder_award_id":"61936002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5239180131","display_name":null,"funder_award_id":"62172120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7355743457","display_name":null,"funder_award_id":"GIIP2001","funder_id":"https://openalex.org/F4320331065","funder_display_name":"Guangxi Key Laboratory of Image and Graphic Intelligent Processing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320331065","display_name":"Guangxi Key Laboratory of Image and Graphic Intelligent Processing","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1829781029","https://openalex.org/W1901129140","https://openalex.org/W2008393432","https://openalex.org/W2064076387","https://openalex.org/W2109616376","https://openalex.org/W2114867966","https://openalex.org/W2128254161","https://openalex.org/W2154621477","https://openalex.org/W2156936307","https://openalex.org/W2160956336","https://openalex.org/W2194775991","https://openalex.org/W2209874411","https://openalex.org/W2288122362","https://openalex.org/W2461725797","https://openalex.org/W2466666260","https://openalex.org/W2562637781","https://openalex.org/W2607041014","https://openalex.org/W2740982616","https://openalex.org/W2752782242","https://openalex.org/W2779176852","https://openalex.org/W2884068670","https://openalex.org/W2894683476","https://openalex.org/W2895160027","https://openalex.org/W2913360047","https://openalex.org/W2930755307","https://openalex.org/W2954171777","https://openalex.org/W2963017889","https://openalex.org/W2963729050","https://openalex.org/W2963855133","https://openalex.org/W2963866045","https://openalex.org/W2963928582","https://openalex.org/W2964060609","https://openalex.org/W2967584026","https://openalex.org/W3026432413","https://openalex.org/W3033771351","https://openalex.org/W3034278302","https://openalex.org/W3034752215","https://openalex.org/W3034972231","https://openalex.org/W3035250394","https://openalex.org/W3035326127","https://openalex.org/W3092703224","https://openalex.org/W3093101131","https://openalex.org/W3108352987","https://openalex.org/W3108988472","https://openalex.org/W3126320036","https://openalex.org/W3170697543","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6696085341"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2397288865","https://openalex.org/W2611989081","https://openalex.org/W2368524271","https://openalex.org/W4247116873","https://openalex.org/W2576709312","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W2023657818","https://openalex.org/W2353456014"],"abstract_inverted_index":{"Single":[0],"traffic":[1],"image":[2,14],"deraining":[3,35,167],"technology":[4],"based":[5,39],"on":[6,40,115],"deep":[7,132,145],"learning":[8],"is":[9,17,30],"a":[10,79,120,130],"vital":[11],"branch":[12],"of":[13,18,58,164],"preprocessing,":[15],"which":[16,185],"great":[19],"help":[20],"to":[21,88,123,135,154],"intelligent":[22],"monitoring":[23],"systems":[24],"and":[25,53,82,192],"driving":[26],"navigation":[27],"system.":[28],"It":[29],"well":[31],"understood":[32],"that":[33,92,159],"established":[34,86],"methods":[36,61],"are":[37],"derived":[38],"one":[41,85],"specific":[42],"imaging":[43],"model,":[44,143],"neglecting":[45],"the":[46,56,75,83,100,109,137,141,161,165,170,175],"underlying":[47],"correlations":[48],"between":[49,78],"different":[50],"weather":[51],"models":[52,95],"thereby":[54],"limiting":[55],"applicability":[57],"these":[59,93,116,125],"standard":[60],"in":[62,69,99,108],"real":[63],"scenarios.":[64],"To":[65],"ameliorate":[66],"this":[67,70],"issue,":[68],"work,":[71],"we":[72,118,128,173],"first":[73],"explore":[74],"inherent":[76],"relationship":[77],"rain":[80],"model":[81,122],"haze":[84],"up":[87],"date.":[89],"We":[90],"discover":[91],"two":[94],"experience":[96],"similar":[97],"degradations":[98,107],"low-frequency":[101],"components":[102],"(i.e.,":[103,112],"similarity)":[104],"but":[105],"diverse":[106],"high-frequency":[110],"areas":[111],"diversity).":[113],"Based":[114],"observations,":[117],"develop":[119],"Similarity-Diversity":[121],"describe":[124],"characteristics.":[126],"Afterwards,":[127],"introduce":[129],"novel":[131],"neural":[133],"network":[134,147],"restore":[136],"rain-free":[138],"background":[139],"embedding":[140],"similarity-diversity":[142,146],"namely":[144],"(DSDNet).":[148],"Extensive":[149],"experiments":[150],"have":[151],"been":[152],"conducted":[153],"evaluate":[155],"our":[156],"proposed":[157,176],"method":[158],"outperforms":[160],"other":[162,171],"state":[163],"art":[166],"techniques.":[168],"On":[169],"hand,":[172],"deploy":[174],"algorithm":[177],"with":[178],"Google":[179],"Vision":[180],"API":[181],"for":[182],"object":[183],"recognition,":[184],"also":[186],"obtains":[187],"satisfactory":[188],"results":[189],"both":[190],"qualitatively":[191],"quantitatively.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
