{"id":"https://openalex.org/W4406119497","doi":"https://doi.org/10.1109/tcsvt.2025.3526647","title":"Deep Unfolding Network for Image Desnowing With Snow Shape Prior","display_name":"Deep Unfolding Network for Image Desnowing With Snow Shape Prior","publication_year":2025,"publication_date":"2025-01-07","ids":{"openalex":"https://openalex.org/W4406119497","doi":"https://doi.org/10.1109/tcsvt.2025.3526647"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3526647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3526647","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5102547780","display_name":"Xin Guo","orcid":"https://orcid.org/0000-0001-7241-9925"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Guo","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011675994","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0002-1376-2712"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079007635","display_name":"Xueyang Fu","orcid":"https://orcid.org/0000-0001-8036-4071"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyang Fu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China","University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102547780"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":4.8723,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94134734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"35","issue":"5","first_page":"4740","last_page":"4752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9973999857902527,"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":0.9973999857902527,"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":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9918000102043152,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5522989630699158},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5433022379875183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5290725827217102},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.4792090356349945},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4656878709793091},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.46087318658828735},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2429685890674591}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5522989630699158},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5433022379875183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5290725827217102},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.4792090356349945},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4656878709793091},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.46087318658828735},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2429685890674591},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3526647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3526647","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3668737509","display_name":null,"funder_award_id":"62422609","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4088987948","display_name":null,"funder_award_id":"62436008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G575396328","display_name":null,"funder_award_id":"62225207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6082284406","display_name":null,"funder_award_id":"62276243","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1978125380","https://openalex.org/W2018332268","https://openalex.org/W2077646121","https://openalex.org/W2092663520","https://openalex.org/W2100705753","https://openalex.org/W2114867966","https://openalex.org/W2119290843","https://openalex.org/W2121880036","https://openalex.org/W2130248603","https://openalex.org/W2164847484","https://openalex.org/W2167344194","https://openalex.org/W2737986825","https://openalex.org/W2738743584","https://openalex.org/W2744570394","https://openalex.org/W2748263833","https://openalex.org/W2752796333","https://openalex.org/W2764207251","https://openalex.org/W2866634454","https://openalex.org/W2883604732","https://openalex.org/W2894289548","https://openalex.org/W2923266522","https://openalex.org/W2930755307","https://openalex.org/W2963074253","https://openalex.org/W2963091558","https://openalex.org/W2984422960","https://openalex.org/W2998293366","https://openalex.org/W3009606699","https://openalex.org/W3035223629","https://openalex.org/W3035302306","https://openalex.org/W3035326127","https://openalex.org/W3035601380","https://openalex.org/W3035631962","https://openalex.org/W3036209635","https://openalex.org/W3083885798","https://openalex.org/W3103549414","https://openalex.org/W3112479442","https://openalex.org/W3114126472","https://openalex.org/W3126320036","https://openalex.org/W3131604210","https://openalex.org/W3134379028","https://openalex.org/W3150118988","https://openalex.org/W3173269149","https://openalex.org/W3177052299","https://openalex.org/W3181236595","https://openalex.org/W3188749092","https://openalex.org/W3194523157","https://openalex.org/W3201952986","https://openalex.org/W3212876649","https://openalex.org/W4281480933","https://openalex.org/W4283833515","https://openalex.org/W4285505226","https://openalex.org/W4287239779","https://openalex.org/W4292363360","https://openalex.org/W4312639873","https://openalex.org/W4312725970","https://openalex.org/W4313413129","https://openalex.org/W4313892980","https://openalex.org/W4317795300","https://openalex.org/W4327808545","https://openalex.org/W4362653529","https://openalex.org/W4367016753","https://openalex.org/W4386076400","https://openalex.org/W4386088221","https://openalex.org/W4394711229","https://openalex.org/W4400726779","https://openalex.org/W4401109681","https://openalex.org/W6785710124"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Effectively":[0],"leveraging":[1],"snow":[2,11,66,86,105],"image":[3,17],"formulation,":[4,30],"which":[5],"accounts":[6],"for":[7,15,55,68],"atmospheric":[8,101],"light":[9,102],"and":[10,20,103],"masks,":[12],"is":[13,73],"crucial":[14],"enhancing":[16],"desnowing":[18,53],"performance":[19],"improving":[21],"interpretability.":[22],"However,":[23],"current":[24,129],"direct-learning":[25],"approaches":[26],"often":[27],"neglect":[28],"this":[29,81],"while":[31],"model-based":[32,60],"methods":[33],"use":[34],"it":[35],"in":[36,75],"overly":[37],"simplistic":[38],"ways.":[39],"To":[40,79],"address":[41],"this,":[42],"we":[43,83],"propose":[44],"a":[45,70,85,90],"novel":[46],"unfolding":[47,116],"network":[48],"that":[49,72,125],"iteratively":[50],"refines":[51],"the":[52,97,108],"process":[54],"more":[56],"thorough":[57],"optimization.":[58],"Additionally,":[59],"techniques":[61],"usually":[62],"rely":[63],"on":[64,120],"real-world":[65,77],"masks":[67],"supervision,":[69],"requirement":[71],"impractical":[74],"many":[76],"applications.":[78],"overcome":[80],"limitation,":[82],"introduce":[84],"shape":[87],"prior":[88],"as":[89],"surrogate":[91],"supervision":[92],"signal.":[93],"We":[94],"further":[95],"integrate":[96],"physical":[98],"properties":[99],"of":[100],"heavy":[104],"by":[106],"decomposing":[107],"optimization":[109],"task":[110],"into":[111],"manageable":[112],"sub-problems":[113],"within":[114],"our":[115,126],"network.":[117],"Extensive":[118],"evaluations":[119],"multiple":[121],"benchmark":[122],"datasets":[123],"confirm":[124],"method":[127],"outperforms":[128],"state-of-the-art":[130],"techniques.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
