{"id":"https://openalex.org/W4367838499","doi":"https://doi.org/10.1109/sm57895.2023.10112450","title":"Real-time Video Frame De-raining using Disentangled Generative Models","display_name":"Real-time Video Frame De-raining using Disentangled Generative Models","publication_year":2023,"publication_date":"2023-03-19","ids":{"openalex":"https://openalex.org/W4367838499","doi":"https://doi.org/10.1109/sm57895.2023.10112450"},"language":"en","primary_location":{"id":"doi:10.1109/sm57895.2023.10112450","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sm57895.2023.10112450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Smart Mobility (SM)","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/A5037128368","display_name":"Aymen Hamrouni","orcid":"https://orcid.org/0000-0002-8490-7878"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Aymen Hamrouni","raw_affiliation_strings":["King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058900152","display_name":"Raby Hamadi","orcid":"https://orcid.org/0000-0002-7398-005X"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Raby Hamadi","raw_affiliation_strings":["King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021394822","display_name":"Hakim Ghazzai","orcid":"https://orcid.org/0000-0002-8636-4264"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hakim Ghazzai","raw_affiliation_strings":["King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057380866","display_name":"Yehia Massoud","orcid":"https://orcid.org/0000-0002-6701-0639"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yehia Massoud","raw_affiliation_strings":["King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,Innovative Technologies Laboratories,Thuwal,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"Innovative Technologies Laboratories, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1123,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36492984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"120"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9926999807357788,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.8358583450317383},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6616639494895935},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6416921019554138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091287136077881},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5771576762199402},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5770583152770996},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5586186051368713},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4876152575016022},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.449345201253891},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4458073079586029},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4329652786254883},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.43178024888038635},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.42421817779541016},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41854119300842285},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3816104233264923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3665027320384979},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30506640672683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8358583450317383},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6616639494895935},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6416921019554138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091287136077881},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5771576762199402},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5770583152770996},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5586186051368713},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4876152575016022},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.449345201253891},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4458073079586029},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4329652786254883},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.43178024888038635},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.42421817779541016},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41854119300842285},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3816104233264923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3665027320384979},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30506640672683716},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sm57895.2023.10112450","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sm57895.2023.10112450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Smart Mobility (SM)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/691571","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/691571","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah 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/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2054604489","https://openalex.org/W2121396509","https://openalex.org/W2209874411","https://openalex.org/W2466666260","https://openalex.org/W2617199345","https://openalex.org/W2620666172","https://openalex.org/W2740982616","https://openalex.org/W2780930362","https://openalex.org/W2798744505","https://openalex.org/W2799479052","https://openalex.org/W2913360047","https://openalex.org/W2919234133","https://openalex.org/W2963228457","https://openalex.org/W2963800716","https://openalex.org/W2963843230","https://openalex.org/W2964212750","https://openalex.org/W2981380309","https://openalex.org/W2982597907","https://openalex.org/W3004757217","https://openalex.org/W3009606699","https://openalex.org/W3022210053","https://openalex.org/W3034972231","https://openalex.org/W3102254936","https://openalex.org/W3104468713","https://openalex.org/W3148210323","https://openalex.org/W3186182384","https://openalex.org/W3198707606","https://openalex.org/W4297988745","https://openalex.org/W6967015580"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"Many":[0],"autonomous":[1,6],"systems":[2,35],"(e.g.,":[3],"unmanned":[4],"and":[5,20,29,47,54,66,88,117,144],"vehicles)":[7],"rely":[8],"on":[9,142],"computer":[10],"vision":[11],"algorithms":[12],"to":[13,40,63,85,113,176],"gather":[14],"information":[15],"about":[16],"the":[17,134,137,149],"surrounding":[18],"environment":[19],"perform":[21],"decision-making":[22],"tasks":[23],"accordingly":[24],"such":[25,44],"as":[26,45],"tracking,":[27],"detection,":[28],"segmentation.":[30],"The":[31],"performances":[32,175],"of":[33,136],"these":[34],"can":[36,50],"severally":[37],"degenerate":[38],"due":[39],"bad":[41],"weather":[42],"conditions":[43],"rain":[46,90],"fog,":[48],"which":[49],"result":[51],"in":[52,73],"erroneous":[53],"fatal":[55],"decisions.":[56],"Therefore,":[57],"there":[58],"is":[59],"an":[60,177],"urgent":[61],"need":[62],"restore":[64],"clear":[65],"rain-free":[67],"background":[68],"scenes":[69],"from":[70,92],"degraded":[71],"videos":[72],"timely":[74],"manner.":[75],"In":[76],"this":[77,120],"paper,":[78],"we":[79,103],"propose":[80,98],"a":[81,93,99,105,124,157],"minimal-delay":[82],"de-raining":[83,181],"pipeline":[84],"eliminate":[86],"noisy":[87],"unwanted":[89],"artifacts":[91],"live":[94],"video":[95],"feed.":[96],"We":[97],"disentangled":[100],"approach":[101,172,182],"where":[102],"design":[104],"standalone":[106,179],"deep":[107],"learning":[108],"Convolutional":[109],"AutoEncoder":[110],"(CAE)":[111],"network":[112],"reconstruct":[114],"noise-free":[115],"images":[116],"then":[118],"upgrade":[119],"architecture":[121,152],"by":[122],"adding":[123],"sequential":[125],"Generative":[126],"Adversarial":[127],"Network":[128],"(GAN)":[129],"based":[130],"module":[131],"that":[132,148,169],"enhances":[133],"quality":[135,163],"image":[138,162],"frames.":[139],"Experimental":[140],"results":[141],"rainstreak":[143],"raindrop":[145],"datasets":[146],"show":[147,168],"proposed":[150,171],"CAE":[151],"with":[153,183],"GAN":[154,180],"enhancing":[155],"outperforms":[156],"benchmarking":[158],"CNN":[159],"for":[160],"several":[161],"metrics.":[164],"Other":[165],"comparative":[166],"simulations":[167],"our":[170],"achieves":[173],"close":[174],"attentive":[178],"significant":[184],"time":[185],"complexity":[186],"saving.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
