{"id":"https://openalex.org/W4388191286","doi":"https://doi.org/10.1145/3581783.3612001","title":"Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos","display_name":"Mask-Guided Progressive Network for Joint Raindrop and Rain Streak Removal in Videos","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388191286","doi":"https://doi.org/10.1145/3581783.3612001"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101733307","display_name":"Hongtao Wu","orcid":"https://orcid.org/0009-0007-4863-5119"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hongtao Wu","raw_affiliation_strings":["The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-4863-5119","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101902225","display_name":"Yijun Yang","orcid":"https://orcid.org/0000-0003-4083-5144"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yijun Yang","raw_affiliation_strings":["The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4083-5144","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763969","display_name":"Haoyu Chen","orcid":"https://orcid.org/0000-0001-7618-9733"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoyu Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7618-9733","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101992223","display_name":"Jingjing Ren","orcid":"https://orcid.org/0000-0003-1631-9617"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jingjing Ren","raw_affiliation_strings":["The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1631-9617","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016081925","display_name":"Lei Zhu","orcid":"https://orcid.org/0000-0003-3871-663X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lei Zhu","raw_affiliation_strings":["The Hong Kong University of Science and Technology(Guangzhou); The Hong Kong University of Science and Technology, Guangzhou, China","The Hong Kong University of Science and Technology(Guangzhou)"],"raw_orcid":"https://orcid.org/0000-0003-3871-663X","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou); The Hong Kong University of Science and Technology, Guangzhou, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology(Guangzhou)","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.549,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93093069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"7216","last_page":"7225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9962999820709229,"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":0.9961000084877014,"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/streak","display_name":"Streak","score":0.8410338163375854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7593364119529724},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5515614748001099},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5464195609092712},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5064324140548706},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4364015460014343},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.41948258876800537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3878963887691498},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.343273401260376},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17211201786994934},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14691048860549927}],"concepts":[{"id":"https://openalex.org/C65185188","wikidata":"https://www.wikidata.org/wiki/Q107775","display_name":"Streak","level":2,"score":0.8410338163375854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7593364119529724},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5515614748001099},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5464195609092712},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5064324140548706},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4364015460014343},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.41948258876800537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3878963887691498},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.343273401260376},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17211201786994934},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14691048860549927},{"id":"https://openalex.org/C199289684","wikidata":"https://www.wikidata.org/wiki/Q83353","display_name":"Mineralogy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3581783.3612001","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-139116","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-139116","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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"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":40,"referenced_works":["https://openalex.org/W2126926806","https://openalex.org/W2133665775","https://openalex.org/W2548527721","https://openalex.org/W2559264300","https://openalex.org/W2740982616","https://openalex.org/W2777170053","https://openalex.org/W2798744505","https://openalex.org/W2912435603","https://openalex.org/W2948667002","https://openalex.org/W2962785568","https://openalex.org/W2963800716","https://openalex.org/W2963843230","https://openalex.org/W2965669158","https://openalex.org/W2966926453","https://openalex.org/W2989393016","https://openalex.org/W2991017102","https://openalex.org/W2997788366","https://openalex.org/W3035564946","https://openalex.org/W3035688623","https://openalex.org/W3095422700","https://openalex.org/W3138808092","https://openalex.org/W3139382121","https://openalex.org/W3157035436","https://openalex.org/W3170697543","https://openalex.org/W3173656210","https://openalex.org/W3176148916","https://openalex.org/W3176958085","https://openalex.org/W3186182384","https://openalex.org/W3201844719","https://openalex.org/W4224922575","https://openalex.org/W4225672218","https://openalex.org/W4281668669","https://openalex.org/W4312556940","https://openalex.org/W4312936768","https://openalex.org/W4313147094","https://openalex.org/W4372270072","https://openalex.org/W4386065363","https://openalex.org/W4390871801","https://openalex.org/W4390873506","https://openalex.org/W6600349396"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2082818786","https://openalex.org/W2000740899","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2371834895"],"abstract_inverted_index":{"Videos":[0],"captured":[1],"in":[2,14,84],"rainy":[3,95,163,218],"weather":[4],"are":[5,193],"unavoidably":[6],"corrupted":[7],"by":[8,28],"both":[9,58,74,132],"rain":[10,29,36,43,75,107,133,151,158],"streaks":[11,30,76,134,159],"and":[12,17,21,31,77,100,112,135,155,175,188,216],"raindrops":[13,136],"driving":[15],"scenarios,":[16,99],"it":[18,177],"is":[19,62,222],"desirable":[20],"challenging":[22],"to":[23,130,148,185],"recover":[24],"background":[25],"details":[26],"obscured":[27],"raindrops.":[32,78,202],"However,":[33],"existing":[34],"video":[35,42,47,67,71,102,126,139,164],"removal":[37,45],"methods":[38,211],"often":[39],"address":[40,80],"either":[41],"streak":[44,108,152],"or":[46],"raindrop":[48,110,173],"removal,":[49],"thereby":[50],"suffer":[51],"from":[52,97],"degraded":[53],"performance":[54],"when":[55],"deal":[56],"with":[57,93],"simultaneously.":[59],"The":[60],"bottleneck":[61],"a":[63,66,88,123,172,179,197],"lack":[64],"of":[65,137,160],"dataset,":[68,90],"where":[69],"each":[70,101,138],"frame":[72,103],"contains":[73],"To":[79],"this":[81,85],"issue,":[82],"we":[83,121,142,170],"work":[86],"generate":[87],"synthesized":[89],"namely":[91],"VRDS,":[92],"102":[94],"videos":[96],"diverse":[98],"has":[104],"the":[105,113,150,157,161,166],"corresponding":[106],"map,":[109],"mask,":[111],"underlying":[114],"rain-free":[115],"clean":[116],"image":[117],"(ground":[118],"truth).":[119],"Moreover,":[120],"devise":[122],"mask-guided":[124,181],"progressive":[125],"deraining":[127],"network":[128],"(ViMP-Net)":[129],"remove":[131,156],"frame.":[140],"Specifically,":[141],"develop":[143],"an":[144],"intensity-guided":[145],"alignment":[146],"block":[147,184],"predict":[149,171],"intensity":[153],"map":[154],"input":[162],"at":[165,224],"first":[167],"stage.":[168],"Then,":[169],"mask":[174],"pass":[176],"into":[178,196],"devised":[180],"dual":[182],"transformer":[183,190],"learn":[186],"inter-frame":[187],"intra-frame":[189],"features,":[191],"which":[192],"then":[194],"fed":[195],"decoder":[198],"for":[199],"further":[200],"eliminating":[201],"Experimental":[203],"results":[204],"demonstrate":[205],"that":[206],"our":[207,213],"ViMP-Net":[208],"outperforms":[209],"state-of-the-art":[210],"on":[212],"synthetic":[214],"dataset":[215],"real-world":[217],"videos.":[219],"Our":[220],"code":[221],"available":[223],"https://github.com/TonyHongtaoWu/ViMP-Net.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
