{"id":"https://openalex.org/W4405269928","doi":"https://doi.org/10.1109/tfuzz.2024.3512864","title":"Adaptive Fuzzy Degradation Perception Based on CLIP Prior for All-in-One Image Restoration","display_name":"Adaptive Fuzzy Degradation Perception Based on CLIP Prior for All-in-One Image Restoration","publication_year":2024,"publication_date":"2024-12-11","ids":{"openalex":"https://openalex.org/W4405269928","doi":"https://doi.org/10.1109/tfuzz.2024.3512864"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2024.3512864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3512864","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","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/A5072912487","display_name":"Mingwen Shao","orcid":"https://orcid.org/0000-0001-7323-5896"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwen Shao","raw_affiliation_strings":["State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-7323-5896","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042537018","display_name":"Yuexian Liu","orcid":"https://orcid.org/0000-0002-9118-0320"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuexian Liu","raw_affiliation_strings":["State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-9118-0320","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016073217","display_name":"Yuanshuo Cheng","orcid":"https://orcid.org/0000-0001-5004-6507"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanshuo Cheng","raw_affiliation_strings":["State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-5004-6507","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084520562","display_name":"Yecong Wan","orcid":"https://orcid.org/0000-0002-4217-3861"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yecong Wan","raw_affiliation_strings":["State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-4217-3861","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Chemical Safety, the Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, Shandong, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046311971","display_name":"Changzhong Wang","orcid":"https://orcid.org/0000-0002-4136-2433"},"institutions":[{"id":"https://openalex.org/I97009856","display_name":"Bohai University","ror":"https://ror.org/01kdzej58","country_code":"CN","type":"education","lineage":["https://openalex.org/I97009856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changzhong Wang","raw_affiliation_strings":["College of Mathematical Science, Bohai University, Jinzhou, China","College of Mathematical Science, Bohai University, jinzhou, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0002-4136-2433","affiliations":[{"raw_affiliation_string":"College of Mathematical Science, Bohai University, Jinzhou, China","institution_ids":["https://openalex.org/I97009856"]},{"raw_affiliation_string":"College of Mathematical Science, Bohai University, jinzhou, Liaoning, China","institution_ids":["https://openalex.org/I97009856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0947,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78907158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"33","issue":"4","first_page":"1219","last_page":"1230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9947999715805054,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/degradation","display_name":"Degradation (telecommunications)","score":0.7227877378463745},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.6716020107269287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6201717257499695},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5531071424484253},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5453096032142639},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5295893549919128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.52425217628479},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4934658110141754},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4205031394958496},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41540294885635376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3427371680736542},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09327074885368347},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08890628814697266}],"concepts":[{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.7227877378463745},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6716020107269287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6201717257499695},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5531071424484253},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5453096032142639},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5295893549919128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52425217628479},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4934658110141754},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4205031394958496},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41540294885635376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3427371680736542},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09327074885368347},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08890628814697266},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2024.3512864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3512864","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2822445701","display_name":null,"funder_award_id":"62376285","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5817505303","display_name":null,"funder_award_id":"62272375","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7504528221","display_name":null,"funder_award_id":"61673396","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8982218747","display_name":null,"funder_award_id":"ZR2022MF260","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1930824406","https://openalex.org/W2121927366","https://openalex.org/W2560533888","https://openalex.org/W2740982616","https://openalex.org/W2741137940","https://openalex.org/W2793888044","https://openalex.org/W2896457183","https://openalex.org/W2913360047","https://openalex.org/W2961218591","https://openalex.org/W2961363059","https://openalex.org/W2962782447","https://openalex.org/W2963249268","https://openalex.org/W2963704386","https://openalex.org/W2963928582","https://openalex.org/W2971719842","https://openalex.org/W2985276900","https://openalex.org/W2989219518","https://openalex.org/W2997210448","https://openalex.org/W3034347506","https://openalex.org/W3034539499","https://openalex.org/W3035713416","https://openalex.org/W3035731588","https://openalex.org/W3085824656","https://openalex.org/W3106758205","https://openalex.org/W3170697543","https://openalex.org/W3171125843","https://openalex.org/W3176096490","https://openalex.org/W3198377975","https://openalex.org/W3207918547","https://openalex.org/W3215632849","https://openalex.org/W4225672218","https://openalex.org/W4310557340","https://openalex.org/W4312310776","https://openalex.org/W4312373367","https://openalex.org/W4312617404","https://openalex.org/W4312766126","https://openalex.org/W4312812783","https://openalex.org/W4312880823","https://openalex.org/W4327808545","https://openalex.org/W4381327620","https://openalex.org/W4386072291","https://openalex.org/W4386075882","https://openalex.org/W4386075945","https://openalex.org/W4386076032","https://openalex.org/W4386076063","https://openalex.org/W4392251595","https://openalex.org/W4396782894","https://openalex.org/W4402774366","https://openalex.org/W4402851724","https://openalex.org/W4404199109","https://openalex.org/W6687400500","https://openalex.org/W6754146604","https://openalex.org/W6780178746","https://openalex.org/W6788125050","https://openalex.org/W6791353385","https://openalex.org/W6802971637","https://openalex.org/W6804111167","https://openalex.org/W6810161528","https://openalex.org/W6841021368","https://openalex.org/W6846611385","https://openalex.org/W6853520461","https://openalex.org/W6857504986","https://openalex.org/W6859107135","https://openalex.org/W6860292499","https://openalex.org/W6862907817","https://openalex.org/W6987037084","https://openalex.org/W7066912073"],"related_works":["https://openalex.org/W2534928293","https://openalex.org/W2150099345","https://openalex.org/W2160318243","https://openalex.org/W2357322570","https://openalex.org/W1490077415","https://openalex.org/W2997591215","https://openalex.org/W2227541280","https://openalex.org/W3004580327","https://openalex.org/W2182874356","https://openalex.org/W4386158998"],"abstract_inverted_index":{"Despite":[0],"substantial":[1],"progress,":[2],"the":[3,11,23,32,38,46,49,58,91,96,100,110,134,142,146,151,173,180,190],"existing":[4],"all-in-one":[5,227],"image":[6,202,228],"restoration":[7,26,203],"methods":[8],"still":[9],"lack":[10],"ability":[12,52,175],"to":[13,31,45,108,165,176,189],"adaptively":[14],"sense":[15],"and":[16,35,83,141,178,201],"accurately":[17],"represent":[18,179],"degradation":[19,67,125,130,198],"information,":[20],"thus":[21],"hindering":[22],"enhancement":[24],"of":[25,37,113,123,136,157,160],"performance.":[27],"In":[28],"addition,":[29],"due":[30],"large":[33],"uncertainty":[34],"fuzziness":[36],"data":[39,184],"distribution":[40],"in":[41,106,183,209,226],"real":[42],"scenarios":[43,167],"compared":[44],"training":[47],"data,":[48],"model's":[50,174],"generalization":[51,208],"is":[53,155],"often":[54],"limited.":[55],"To":[56],"address":[57],"above":[59,191],"issues,":[60],"we":[61,94,149],"propose":[62,150],"a":[63],"novel":[64],"adaptive":[65,129],"fuzzy":[66,72,126,143,162],"perception":[68,131,199],"approach":[69,222],"based":[70],"on":[71,215],"theory":[73],"that":[74,220],"includes":[75],"two":[76],"tactics:":[77],"1)":[78],"Fuzzy":[79],"Degradation":[80],"Perceiver":[81],"(FDP);":[82],"2)":[84],"Test-time":[85],"Self-supervised":[86],"Prompt":[87],"Fine-tuning":[88],"(TSPF).":[89],"On":[90,145],"one":[92],"hand,":[93,148],"introduce":[95],"FDP,":[97],"which":[98,154],"leverages":[99],"rich":[101],"visual":[102],"language":[103],"prior":[104],"knowledge":[105],"CLIP":[107],"learn":[109],"prompt":[111],"representations":[112,122],"different":[114],"degradations.":[115],"These":[116],"prompts":[117],"are":[118],"regarded":[119],"as":[120],"semantic":[121],"various":[124],"sets,":[127],"achieving":[128],"by":[132],"computing":[133],"degrees":[135],"membership":[137],"between":[138],"input":[139],"images":[140],"sets.":[144],"other":[147],"TSPF":[152],"strategy,":[153],"capable":[156],"self-supervised":[158],"optimization":[159],"degraded":[161,181],"sets":[163],"according":[164],"real-world":[166,186,211],"during":[168],"testing.":[169],"This":[170],"strategy":[171],"improves":[172,197],"perceive":[177],"information":[182],"with":[185],"distributions.":[187],"Thanks":[188],"key":[192],"strategies,":[193],"our":[194,221],"method":[195],"significantly":[196],"capability":[200],"quality":[204],"while":[205],"exhibiting":[206],"excellent":[207],"complex":[210],"scenarios.":[212],"Extensive":[213],"experiments":[214],"multiple":[216],"benchmark":[217],"datasets":[218],"confirm":[219],"achieves":[223],"state-of-the-art":[224],"performance":[225],"restoration.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
