{"id":"https://openalex.org/W4410226816","doi":"https://doi.org/10.1109/tpami.2025.3568690","title":"Relationship Quantification of Image Degradations","display_name":"Relationship Quantification of Image Degradations","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4410226816","doi":"https://doi.org/10.1109/tpami.2025.3568690","pmid":"https://pubmed.ncbi.nlm.nih.gov/40343842"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2025.3568690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3568690","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5034682935","display_name":"Boyun Li","orcid":"https://orcid.org/0000-0001-9781-8631"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boyun Li","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011958572","display_name":"Yuanbiao Gou","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanbiao Gou","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443644","display_name":"Wenxin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxin Wang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082233466","display_name":"Peng Hu","orcid":"https://orcid.org/0000-0003-3868-3997"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Hu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636655","display_name":"Wangmeng Zuo","orcid":"https://orcid.org/0000-0002-3330-783X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangmeng Zuo","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022800038","display_name":"Xi Peng","orcid":"https://orcid.org/0000-0002-5727-2790"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210119692","display_name":"Numerical Method (China)","ror":"https://ror.org/02ns8zp42","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210119692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Peng","raw_affiliation_strings":["College of Computer Science and National Key Laboratory of Fundamental Algorithms and Models for Engineering Numerical Simulation, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and National Key Laboratory of Fundamental Algorithms and Models for Engineering Numerical Simulation, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210119692","https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034682935"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"],"apc_list":null,"apc_paid":null,"fwci":1.1874,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79551936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"47","issue":"8","first_page":"7081","last_page":"7092"},"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":0.9746000170707703,"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":0.9746000170707703,"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":0.9355999827384949,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9135000109672546,"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":0.6084942817687988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.596514880657196},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48777610063552856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4778142273426056},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4355430006980896},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41785573959350586}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6084942817687988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.596514880657196},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48777610063552856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4778142273426056},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4355430006980896},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41785573959350586}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2025.3568690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2025.3568690","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:40343842","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40343842","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1545039845","display_name":null,"funder_award_id":"62472295","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2570225771","display_name":null,"funder_award_id":"62176171","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3635681223","display_name":null,"funder_award_id":"CJ202303","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5032578210","display_name":null,"funder_award_id":"CJ202403","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8792811732","display_name":null,"funder_award_id":"U24B20174","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W2009501432","https://openalex.org/W2073623229","https://openalex.org/W2114770744","https://openalex.org/W2133665775","https://openalex.org/W2508457857","https://openalex.org/W2565312867","https://openalex.org/W2748021867","https://openalex.org/W2748263833","https://openalex.org/W2779176852","https://openalex.org/W2884068670","https://openalex.org/W2912435603","https://openalex.org/W2913360047","https://openalex.org/W2930755307","https://openalex.org/W2963152299","https://openalex.org/W2963312584","https://openalex.org/W2963928582","https://openalex.org/W2964185501","https://openalex.org/W2990007814","https://openalex.org/W2998249728","https://openalex.org/W3000775737","https://openalex.org/W3026432413","https://openalex.org/W3034278302","https://openalex.org/W3035713416","https://openalex.org/W3037343293","https://openalex.org/W3066471605","https://openalex.org/W3135542706","https://openalex.org/W3170697543","https://openalex.org/W3171125843","https://openalex.org/W3171870913","https://openalex.org/W3173269149","https://openalex.org/W3177553843","https://openalex.org/W3178925107","https://openalex.org/W3201952986","https://openalex.org/W3207918547","https://openalex.org/W3215632849","https://openalex.org/W3217287203","https://openalex.org/W4225672218","https://openalex.org/W4312339248","https://openalex.org/W4312373367","https://openalex.org/W4312617404","https://openalex.org/W4312678820","https://openalex.org/W4312880823","https://openalex.org/W4317496742","https://openalex.org/W4327808545","https://openalex.org/W4402961660","https://openalex.org/W4404687984","https://openalex.org/W6758681311","https://openalex.org/W6772892274","https://openalex.org/W6800899058"],"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":{"In":[0,122],"this":[1],"paper,":[2],"we":[3,44,89,146],"study":[4],"two":[5,64],"challenging":[6],"but":[7],"less-touched":[8],"problems":[9],"in":[10,60,138],"image":[11,21],"restoration,":[12],"namely,":[13],"i)":[14,92],"how":[15,25],"to":[16,26,117,158],"quantify":[17],"the":[18,28,36,41,46,55,74,110,118,131,169,174,183],"relationship":[19,86],"between":[20,63],"degradations":[22,135],"and":[23,73,80,133,185,195],"ii)":[24,109],"improve":[27],"performance":[29,98,125,167],"of":[30,112,176,187],"a":[31,93,101,149,161],"specific":[32],"restoration":[33,171],"task":[34,120,172],"using":[35,87],"quantified":[37],"relationship.":[38],"To":[39],"tackle":[40],"first":[42],"challenge,":[43],"propose":[45,148],"Degradation":[47,153],"Relationship":[48],"Index":[49],"(DRI),":[50],"which":[51],"is":[52,105,115,127],"defined":[53],"as":[54],"mean":[56],"drop":[57],"rate":[58],"difference":[59],"validation":[61],"loss":[62],"models,":[65],"where":[66],"one":[67],"trained":[68,76],"solely":[69],"with":[70,77,173],"anchor":[71,79,119,132,170],"degradation":[72,85,104,114,163],"other":[75,123],"both":[78],"auxiliary":[81,103,113,134,177],"degradations.":[82],"By":[83],"quantifying":[84],"DRI,":[88],"reveal":[90],"that":[91],"positive":[94],"DRI":[95],"consistently":[96],"indicates":[97],"improvement":[99,126],"when":[100,130],"beneficial":[102],"incorporated":[106],"during":[107],"training;":[108],"proportion":[111],"crucial":[116],"performance.":[121],"words,":[124],"achieved":[128],"only":[129],"are":[136],"combined":[137],"an":[139],"appropriate":[140],"proportion.":[141],"Based":[142],"on":[143,168,190],"these":[144],"observations,":[145],"further":[147],"simple":[150],"yet":[151],"effective":[152],"Proportion":[154],"Determination":[155],"(DPD)":[156],"method":[157,189],"estimate":[159],"whether":[160],"given":[162],"combinations":[164],"can":[165],"enhance":[166],"assistance":[175],"degradation.":[178],"Extensive":[179],"experimental":[180],"results":[181],"verify":[182],"effectiveness":[184],"generalizability":[186],"our":[188],"noise,":[191],"rain":[192],"streak,":[193],"haze":[194],"snow.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
