{"id":"https://openalex.org/W4408358194","doi":"https://doi.org/10.1109/tvcg.2025.3550844","title":"TextIR: A Simple Framework for Text-Based Editable Image Restoration","display_name":"TextIR: A Simple Framework for Text-Based Editable Image Restoration","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408358194","doi":"https://doi.org/10.1109/tvcg.2025.3550844","pmid":"https://pubmed.ncbi.nlm.nih.gov/40072855"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3550844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3550844","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","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":null,"display_name":"Yunpeng Bai","orcid":"https://orcid.org/0000-0001-6345-4796"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunpeng Bai","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Shenzhen, China","Tsinghua Shenzhen International Graduate School, China"],"raw_orcid":"https://orcid.org/0000-0001-6345-4796","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, China","institution_ids":["https://openalex.org/I4210114105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087932811","display_name":"Cairong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cairong Wang","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Shenzhen, China","Tsinghua Shenzhen International Graduate School, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, China","institution_ids":["https://openalex.org/I4210114105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062107989","display_name":"Shuzhao Xie","orcid":"https://orcid.org/0009-0008-3017-1077"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuzhao Xie","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Shenzhen, China","Tsinghua Shenzhen International Graduate School, China"],"raw_orcid":"https://orcid.org/0009-0008-3017-1077","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, China","institution_ids":["https://openalex.org/I4210114105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023845728","display_name":"Chao Dong","orcid":"https://orcid.org/0000-0003-2260-8079"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Dong","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences and Shanghai AI Laboratory, Beijing, China","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences and Shanghai AI Laboratory, China"],"raw_orcid":"https://orcid.org/0000-0003-2260-8079","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences and Shanghai AI Laboratory, Beijing, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences and Shanghai AI Laboratory, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101456902","display_name":"Chun Yuan","orcid":"https://orcid.org/0000-0002-3590-6676"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Yuan","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Shenzhen, China","Tsinghua Shenzhen International Graduate School, China"],"raw_orcid":"https://orcid.org/0000-0002-3590-6676","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, China","institution_ids":["https://openalex.org/I4210114105"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhi Wang","orcid":"https://orcid.org/0000-0002-5462-6178"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Wang","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Shenzhen, China","Tsinghua Shenzhen International Graduate School, China"],"raw_orcid":"https://orcid.org/0000-0002-5462-6178","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105"]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, China","institution_ids":["https://openalex.org/I4210114105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210114105"],"apc_list":null,"apc_paid":null,"fwci":23.072,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9923068,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"31","issue":"10","first_page":"7549","last_page":"7564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.8057000041007996,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11937","display_name":"Research Data Management Practices","score":0.8057000041007996,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.7164999842643738,"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":0.8115328550338745},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5912584662437439},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4916990399360657},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4561859667301178},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4309893250465393},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4215894937515259},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3830583393573761},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29695600271224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28621113300323486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115328550338745},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5912584662437439},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4916990399360657},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4561859667301178},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4309893250465393},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4215894937515259},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3830583393573761},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29695600271224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28621113300323486},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3550844","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3550844","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40072855","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40072855","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 visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.41999998688697815,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4264659296","display_name":null,"funder_award_id":"92467204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8973540564","display_name":null,"funder_award_id":"62472249","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":64,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W2108598243","https://openalex.org/W2561196672","https://openalex.org/W2613645387","https://openalex.org/W2732026016","https://openalex.org/W2798365772","https://openalex.org/W2884068670","https://openalex.org/W2929832686","https://openalex.org/W2950689937","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963085671","https://openalex.org/W2963145877","https://openalex.org/W2963163163","https://openalex.org/W2963676087","https://openalex.org/W2963966654","https://openalex.org/W2964024144","https://openalex.org/W2970231061","https://openalex.org/W2985577924","https://openalex.org/W3035574324","https://openalex.org/W3048372515","https://openalex.org/W3092906216","https://openalex.org/W3106758205","https://openalex.org/W3109494165","https://openalex.org/W3110726019","https://openalex.org/W3144276858","https://openalex.org/W3167297682","https://openalex.org/W3174194560","https://openalex.org/W3174829522","https://openalex.org/W3180355996","https://openalex.org/W3180391059","https://openalex.org/W3193296307","https://openalex.org/W3202040256","https://openalex.org/W3207918547","https://openalex.org/W3216156094","https://openalex.org/W3216352822","https://openalex.org/W4214622647","https://openalex.org/W4214926101","https://openalex.org/W4225672218","https://openalex.org/W4226226663","https://openalex.org/W4226227850","https://openalex.org/W4283803607","https://openalex.org/W4285981780","https://openalex.org/W4312282373","https://openalex.org/W4312283676","https://openalex.org/W4312400623","https://openalex.org/W4312766126","https://openalex.org/W4312812783","https://openalex.org/W4312836763","https://openalex.org/W4312853545","https://openalex.org/W4312933868","https://openalex.org/W4312971576","https://openalex.org/W4313547816","https://openalex.org/W4319300158","https://openalex.org/W4385245566","https://openalex.org/W4386065773","https://openalex.org/W4386075616","https://openalex.org/W4386702638","https://openalex.org/W4388953043","https://openalex.org/W4390494503","https://openalex.org/W4390706297","https://openalex.org/W4391547698","https://openalex.org/W4400524387","https://openalex.org/W4404036125"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2068608913","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W3124914020","https://openalex.org/W4300101996","https://openalex.org/W2165950148","https://openalex.org/W2974904990","https://openalex.org/W2365681766","https://openalex.org/W2393963626"],"abstract_inverted_index":{"Many":[0],"current":[1],"image":[2,105],"restoration":[3,74,101],"approaches":[4],"utilize":[5],"neural":[6],"networks":[7],"to":[8,17,71],"acquire":[9],"robust":[10],"image-level":[11],"priors":[12,36],"from":[13],"extensive":[14],"datasets,":[15],"aiming":[16],"reconstruct":[18],"missing":[19],"details.":[20],"Nevertheless,":[21],"these":[22,45],"methods":[23],"often":[24],"falter":[25],"with":[26],"images":[27,40,77],"that":[28],"exhibit":[29],"significant":[30],"information":[31],"gaps.":[32],"While":[33],"incorporating":[34],"external":[35],"or":[37],"leveraging":[38],"reference":[39],"can":[41],"provide":[42],"supplemental":[43],"information,":[44],"strategies":[46],"are":[47],"limited":[48],"in":[49],"their":[50],"practical":[51],"scope.":[52],"Alternatively,":[53],"textual":[54,79,92],"inputs":[55],"offer":[56],"greater":[57],"accessibility":[58],"and":[59,93,108],"adaptability.":[60],"In":[61],"this":[62],"study,":[63],"we":[64],"develop":[65],"a":[66],"sophisticated":[67],"framework":[68,98],"enabling":[69],"users":[70],"guide":[72],"the":[73,82,89],"of":[75,86,91],"deteriorated":[76],"via":[78],"descriptions.":[80],"Utilizing":[81],"text-image":[83],"compatibility":[84],"feature":[85],"CLIP":[87],"enhances":[88],"integration":[90],"visual":[94],"data.":[95],"Our":[96],"versatile":[97],"supports":[99],"multiple":[100],"activities":[102],"such":[103],"as":[104],"inpainting,":[106],"super-resolution,":[107],"colorization.":[109],"Comprehensive":[110],"testing":[111],"validates":[112],"our":[113],"technique's":[114],"efficacy.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}