{"id":"https://openalex.org/W4402775367","doi":"https://doi.org/10.1109/cvpr52733.2024.00277","title":"Improving Image Restoration Through Removing Degradations in Textual Representations","display_name":"Improving Image Restoration Through Removing Degradations in Textual Representations","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4402775367","doi":"https://doi.org/10.1109/cvpr52733.2024.00277"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52733.2024.00277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.00277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5069519308","display_name":"Jingbo Lin","orcid":"https://orcid.org/0000-0001-7097-4386"},"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":"Jingbo Lin","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102788052","display_name":"Zhilu Zhang","orcid":"https://orcid.org/0009-0006-0970-636X"},"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":"Zhilu Zhang","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058312928","display_name":"Yuxiang Wei","orcid":"https://orcid.org/0000-0002-4391-3753"},"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":"Yuxiang Wei","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051402211","display_name":"Dongwei Ren","orcid":"https://orcid.org/0000-0002-0965-6810"},"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":"Dongwei Ren","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110954463","display_name":"Dongsheng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]},{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Dongsheng Jiang","raw_affiliation_strings":["Huawei Cloud Computing Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Co., Ltd","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I4210146936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111504451","display_name":"Qi Tian","orcid":"https://orcid.org/0000-0002-5165-4325"},"institutions":[{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]},{"id":"https://openalex.org/I4210146936","display_name":"Huawei Technologies (United States)","ror":"https://ror.org/03jyqk712","country_code":"US","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210146936"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["Huawei Cloud Computing Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Co., Ltd","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I4210146936"]}]},{"author_position":"last","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":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0308,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96526357,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2866","last_page":"2878"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.8141999840736389,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.8141999840736389,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.7576000094413757,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7433000206947327,"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":0.5695903301239014},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.528462827205658},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5026240348815918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4338299036026001},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39009889960289},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34572136402130127},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.258370041847229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5695903301239014},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.528462827205658},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5026240348815918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4338299036026001},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39009889960289},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34572136402130127},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.258370041847229}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52733.2024.00277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.00277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","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":[0,105],"this":[1],"paper,":[2],"we":[3,52,76,126],"introduce":[4],"a":[5,20,98,128],"new":[6],"perspective":[7],"for":[8,86,101],"improving":[9],"image":[10,33,100,103,140,149,160],"restoration":[11,25,115,141,150],"by":[12,42],"removing":[13,43,87],"degradation":[14,66],"in":[15,58,65],"the":[16,48,54,73,80,88,93,123],"textual":[17,84,95],"representations":[18,85,96],"of":[19,56,63],"given":[21],"degraded":[22,81],"image.":[23],"Intuitively,":[24],"is":[26],"much":[27],"easier":[28],"on":[29,147],"text":[30,64,114],"modality":[31],"than":[32],"one.":[34],"For":[35],"example,":[36],"it":[37],"can":[38],"be":[39],"easily":[40],"conducted":[41,146],"degradation-related":[44],"words":[45],"while":[46],"keeping":[47],"content-aware":[49],"words.":[50],"Hence,":[51],"combine":[53],"advantages":[55],"images":[57,82],"detail":[59],"description":[60],"and":[61,90,113,156,158,177],"ones":[62,170],"removal":[67],"to":[68,78,121,132,139],"perform":[69],"restoration.":[70,104,161],"To":[71],"address":[72],"cross-modal":[74],"assistance,":[75],"propose":[77],"map":[79],"into":[83,97,117],"degradations,":[89],"then":[91],"convert":[92],"restored":[94],"guidance":[99,138],"assisting":[102],"particular,":[106],"We":[107],"ingeniously":[108],"embed":[109],"an":[110],"image-to-text":[111],"mapper":[112],"module":[116],"CLIP-equipped":[118],"text-to-image":[119],"models":[120,178],"generate":[122],"guidance.":[124],"Then,":[125],"adopt":[127],"simple":[129],"coarse-to-fine":[130],"approach":[131],"dynamically":[133],"inject":[134],"multi-scale":[135],"information":[136],"from":[137],"networks.":[142],"Extensive":[143],"experiments":[144],"are":[145,179],"various":[148],"tasks,":[151],"including":[152],"deblurring,":[153],"dehazing,":[154],"deraining,":[155],"denoising,":[157],"all-in-one":[159],"The":[162,175],"results":[163],"showcase":[164],"that":[165],"our":[166],"method":[167],"outperforms":[168],"state-of-the-art":[169],"across":[171],"all":[172],"these":[173],"tasks.":[174],"codes":[176],"available":[180],"at":[181],"https://github.com/mrluin/TextualDegRemoval.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
