{"id":"https://openalex.org/W4388187766","doi":"https://doi.org/10.1145/3581783.3612003","title":"Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing","display_name":"Uncertainty-Driven Dynamic Degradation Perceiving and Background Modeling for Efficient Single Image Desnowing","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388187766","doi":"https://doi.org/10.1145/3581783.3612003"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612003","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612003","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":"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/A5000301628","display_name":"Sixiang Chen","orcid":"https://orcid.org/0009-0003-6837-886X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sixiang Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387912","display_name":"Ye Tian","orcid":"https://orcid.org/0000-0002-8255-2997"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tian Ye","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061981040","display_name":"Chenghao Xue","orcid":"https://orcid.org/0009-0001-3118-5381"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghao Xue","raw_affiliation_strings":["Jimei University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Jimei University, Xiamen, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763969","display_name":"Haoyu Chen","orcid":"https://orcid.org/0000-0001-7618-9733"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoyu Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083093046","display_name":"Yun Liu","orcid":"https://orcid.org/0000-0002-9567-5531"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Liu","raw_affiliation_strings":["Southwest University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081351856","display_name":"Erkang Chen","orcid":"https://orcid.org/0000-0003-1577-1732"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erkang Chen","raw_affiliation_strings":["Jimei University, Xiamne, China"],"affiliations":[{"raw_affiliation_string":"Jimei University, Xiamne, China","institution_ids":["https://openalex.org/I161346416"]}]},{"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) &amp; The Hong Kong University of Science and Technology, Guangzhou &amp; New Territories, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou) &amp; The Hong Kong University of Science and Technology, Guangzhou &amp; New Territories, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000301628"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0753,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.79950146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4269","last_page":"4280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T11666","display_name":"Color Science and Applications","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.7432258725166321},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.7368207573890686},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.6815727949142456},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6653444766998291},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6394797563552856},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5971505045890808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5891077518463135},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5394272804260254},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4652446508407593},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44139364361763},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39659205079078674},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3500283658504486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10277888178825378},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06988316774368286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432258725166321},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.7368207573890686},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.6815727949142456},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6653444766998291},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6394797563552856},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5971505045890808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5891077518463135},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5394272804260254},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4652446508407593},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44139364361763},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39659205079078674},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3500283658504486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10277888178825378},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06988316774368286},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3581783.3612003","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612003","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:1783.1-139109","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-139109","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":0.6399999856948853,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W86140595","https://openalex.org/W1901129140","https://openalex.org/W1977725648","https://openalex.org/W2122596619","https://openalex.org/W2617199345","https://openalex.org/W2748263833","https://openalex.org/W2764207251","https://openalex.org/W2777170053","https://openalex.org/W2780664485","https://openalex.org/W2963074253","https://openalex.org/W2963881378","https://openalex.org/W2980047233","https://openalex.org/W2981980942","https://openalex.org/W2990613095","https://openalex.org/W2999905431","https://openalex.org/W3016355810","https://openalex.org/W3034421924","https://openalex.org/W3035376925","https://openalex.org/W3035713416","https://openalex.org/W3103549414","https://openalex.org/W3103635814","https://openalex.org/W3104533206","https://openalex.org/W3109944402","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3170697543","https://openalex.org/W3176096490","https://openalex.org/W3186033197","https://openalex.org/W3190308053","https://openalex.org/W3190318906","https://openalex.org/W3194523157","https://openalex.org/W3201952986","https://openalex.org/W3202215329","https://openalex.org/W3202362072","https://openalex.org/W3207918547","https://openalex.org/W3211827226","https://openalex.org/W3215632849","https://openalex.org/W4221166782","https://openalex.org/W4255551178","https://openalex.org/W4283819192","https://openalex.org/W4304013729","https://openalex.org/W4304015075","https://openalex.org/W4304080734","https://openalex.org/W4304084089","https://openalex.org/W4304084103","https://openalex.org/W4312452088","https://openalex.org/W4312644870","https://openalex.org/W4312746248","https://openalex.org/W4312812783","https://openalex.org/W4312862560","https://openalex.org/W4312880823","https://openalex.org/W4312902661","https://openalex.org/W4312908055","https://openalex.org/W4312918841","https://openalex.org/W4382468415","https://openalex.org/W4386065363","https://openalex.org/W4386066405","https://openalex.org/W4386075792","https://openalex.org/W4386076213","https://openalex.org/W6600007113","https://openalex.org/W6601324878","https://openalex.org/W6851402089","https://openalex.org/W6863994431","https://openalex.org/W6877521468"],"related_works":["https://openalex.org/W2314704010","https://openalex.org/W1584003442","https://openalex.org/W2317224478","https://openalex.org/W2084452007","https://openalex.org/W2996275564","https://openalex.org/W2060524912","https://openalex.org/W2242764613","https://openalex.org/W597570173","https://openalex.org/W2331727539","https://openalex.org/W4250354563"],"abstract_inverted_index":{"Single-image":[0],"snow":[1,12,36,55],"removal":[2],"aims":[3,59],"to":[4,19,32,60],"restore":[5],"clean":[6],"images":[7],"from":[8,28,67],"heterogeneous":[9],"and":[10,39,51,64,73],"irregular":[11],"degradations.":[13],"Recent":[14],"methods":[15],"utilize":[16],"neural":[17],"networks":[18],"remove":[20],"various":[21],"degradations":[22],"directly.":[23],"However,":[24],"these":[25],"approaches":[26],"suffer":[27],"the":[29,49,68],"limited":[30],"ability":[31,53],"flexibly":[33],"perceive":[34],"complicated":[35],"degradation":[37,71],"patterns":[38],"insufficient":[40],"representation":[41],"of":[42,54,70],"background":[43,74],"structure":[44],"information.":[45],"To":[46],"further":[47],"improve":[48],"performance":[50],"generalization":[52],"removal,":[56],"this":[57],"paper":[58],"develop":[61],"a":[62],"novel":[63],"efficient":[65],"paradigm":[66],"perspective":[69],"perceiving":[72],"modeling.":[75]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
