{"id":"https://openalex.org/W4387969255","doi":"https://doi.org/10.1145/3581783.3611825","title":"All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation","display_name":"All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387969255","doi":"https://doi.org/10.1145/3581783.3611825"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3611825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3611825","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/A5103211076","display_name":"Cheng Zhang","orcid":"https://orcid.org/0009-0000-3062-1279"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Zhang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673745","display_name":"Yu Zhu","orcid":"https://orcid.org/0000-0002-2480-0569"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081607584","display_name":"Qingsen Yan","orcid":"https://orcid.org/0000-0003-1010-3540"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingsen Yan","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778199","display_name":"Jinqiu Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinqiu Sun","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028235866","display_name":"Yanning Zhang","orcid":"https://orcid.org/0000-0002-2977-8057"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanning Zhang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103211076"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":2.3719,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90758792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2285","last_page":"2293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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":0.9997000098228455,"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":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.836046576499939},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.7363550662994385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358872890472412},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6740772724151611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6508810520172119},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6065266728401184},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.536590576171875},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5246672630310059},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4959751069545746},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.436139315366745},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43598970770835876},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4147071838378906},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.41113996505737305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37527844309806824},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.33273524045944214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14178824424743652}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.836046576499939},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7363550662994385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358872890472412},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6740772724151611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6508810520172119},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6065266728401184},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.536590576171875},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5246672630310059},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4959751069545746},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.436139315366745},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43598970770835876},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4147071838378906},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41113996505737305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37527844309806824},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.33273524045944214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14178824424743652},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3611825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3611825","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4568926294","display_name":null,"funder_award_id":"U19B2037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4589748232","display_name":null,"funder_award_id":"61901384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5353464696","display_name":null,"funder_award_id":"No. 2021JCW-03","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6058138561","display_name":null,"funder_award_id":", No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G766136092","display_name":null,"funder_award_id":"2021JCW-03","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8650874689","display_name":null,"funder_award_id":"2023-JC-QN-0685","funder_id":"https://openalex.org/F4320336567","funder_display_name":"Natural Science Basic Research Program of Shaanxi Province"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336567","display_name":"Natural Science Basic Research Program of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2023005931","https://openalex.org/W2030108224","https://openalex.org/W2048695508","https://openalex.org/W2056370875","https://openalex.org/W2114122776","https://openalex.org/W2121927366","https://openalex.org/W2167307343","https://openalex.org/W2209874411","https://openalex.org/W2461759225","https://openalex.org/W2508457857","https://openalex.org/W2556068545","https://openalex.org/W2564023417","https://openalex.org/W2613155248","https://openalex.org/W2740543610","https://openalex.org/W2764207251","https://openalex.org/W2799192307","https://openalex.org/W2799265886","https://openalex.org/W2949813473","https://openalex.org/W2962785568","https://openalex.org/W2963249268","https://openalex.org/W2963315679","https://openalex.org/W2963725279","https://openalex.org/W3035475530","https://openalex.org/W3035713416","https://openalex.org/W3109494165","https://openalex.org/W3168684807","https://openalex.org/W3170697543","https://openalex.org/W3176096490","https://openalex.org/W3179805570","https://openalex.org/W3207918547","https://openalex.org/W3215632849","https://openalex.org/W4304099110","https://openalex.org/W4312373367","https://openalex.org/W4312880823","https://openalex.org/W4313164646","https://openalex.org/W4376607989","https://openalex.org/W6600007113","https://openalex.org/W6601158483"],"related_works":["https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W3153582293","https://openalex.org/W2905397092","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2289746762","https://openalex.org/W2139384960","https://openalex.org/W2594717635"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,32,132,144,159,188,203],"image":[3,109,152,161],"restoration":[4,162,211],"is":[5,53],"to":[6,63,75],"recover":[7],"high-quality":[8],"images":[9,48,119],"from":[10,49,68],"distorted":[11,198],"ones.":[12],"However,":[13],"current":[14],"methods":[15,212],"usually":[16],"focus":[17],"on":[18,37,196],"a":[19,54,91,113,123,148,174],"single":[20],"task":[21],"(e.g.,":[22],"denoising,":[23],"deblurring":[24],"or":[25],"super-resolution)":[26],"which":[27],"cannot":[28],"address":[29,86],"the":[30,65,140,157,160,186,189,201],"needs":[31],"real-world":[33],"multi-task":[34],"processing,":[35],"especially":[36],"mobile":[38],"devices.":[39],"Thus,":[40],"developing":[41],"an":[42],"all-in-one":[43],"method":[44,205],"that":[45,99,179],"can":[46,100],"restore":[47],"various":[50,145],"unknown":[51,117,170],"distortions":[52],"significant":[55],"challenge.":[56],"Previous":[57],"works":[58],"have":[59],"employed":[60],"contrastive":[61],"learning":[62],"learn":[64],"degradation":[66,106,114,133,190],"representation":[67,76,107,115,137],"observed":[69],"images,":[70],"but":[71],"this":[72,87],"often":[73],"leads":[74],"drift":[77],"caused":[78,168],"by":[79,120,169],"deficient":[80],"positive":[81],"and":[82,103,142,164,182,206,215],"negative":[83],"pairs.":[84],"To":[85,154],"issue,":[88],"we":[89,172],"propose":[90],"novel":[92],"All-in-one":[93],"Multi-degradation":[94],"Image":[95],"Restoration":[96],"Network":[97],"(AMIRNet)":[98],"effectively":[101],"capture":[102],"utilize":[104],"accurate":[105],"for":[108,116,151],"restoration.":[110,153],"AMIRNet":[111],"learns":[112],"degraded":[118],"progressively":[121],"constructing":[122],"tree":[124],"structure":[125],"through":[126],"clustering,":[127],"without":[128],"any":[129],"prior":[130],"knowledge":[131],"information.":[134],"This":[135],"tree-structured":[136],"explicitly":[138],"reflects":[139],"consistency":[141],"discrepancy":[143],"distortions,":[146,171],"providing":[147],"specific":[149],"clue":[150],"further":[155],"enhance":[156],"performance":[158],"network":[163],"overcome":[165],"domain":[166],"gaps":[167],"design":[173],"feature":[175],"transform":[176],"block":[177],"(FTB)":[178],"aligns":[180],"domains":[181],"refines":[183],"features":[184],"with":[185],"guidance":[187],"representation.":[191],"We":[192],"conduct":[193],"extensive":[194],"experiments":[195],"multiple":[197],"datasets,":[199],"demonstrating":[200],"effectiveness":[202],"our":[204],"its":[207],"advantages":[208],"over":[209],"state-of-the-art":[210],"both":[213],"qualitatively":[214],"quantitatively.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}