{"id":"https://openalex.org/W4408182187","doi":"https://doi.org/10.1109/tip.2025.3546470","title":"Advancing Real-World Stereoscopic Image Super-Resolution via Vision-Language Model","display_name":"Advancing Real-World Stereoscopic Image Super-Resolution via Vision-Language Model","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408182187","doi":"https://doi.org/10.1109/tip.2025.3546470","pmid":"https://pubmed.ncbi.nlm.nih.gov/40048341"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2025.3546470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3546470","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5064700973","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0002-8772-2107"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8772-2107","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490093","display_name":"Jianjun Lei","orcid":"https://orcid.org/0000-0003-3171-7680"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Lei","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3171-7680","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061202217","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0002-6616-453X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Peng","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6616-453X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904293","display_name":"Jie Zhu","orcid":"https://orcid.org/0000-0003-4081-2073"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-4081-2073","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037262980","display_name":"Liying Xu","orcid":"https://orcid.org/0000-0002-4628-3179"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liying Xu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4628-3179","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Huang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7542-296X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7398,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92585572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"34","issue":null,"first_page":"2187","last_page":"2197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9692000150680542,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9692000150680542,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9690999984741211,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9121000170707703,"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/computer-vision","display_name":"Computer vision","score":0.7467826008796692},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.6827200055122375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6568947434425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6533811688423157},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.47424381971359253},{"id":"https://openalex.org/keywords/stereopsis","display_name":"Stereopsis","score":0.45122048258781433},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.43674707412719727},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4316740334033966},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4212414026260376}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7467826008796692},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.6827200055122375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568947434425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6533811688423157},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.47424381971359253},{"id":"https://openalex.org/C68537008","wikidata":"https://www.wikidata.org/wiki/Q247932","display_name":"Stereopsis","level":2,"score":0.45122048258781433},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.43674707412719727},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4316740334033966},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4212414026260376}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2025.3546470","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3546470","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:40048341","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40048341","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3316409514","display_name":null,"funder_award_id":"62125110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4412413701","display_name":null,"funder_award_id":"2023YFB3611500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8306809044","display_name":null,"funder_award_id":"2023YFB3611500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8677236040","display_name":null,"funder_award_id":"U23B2052","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W63091017","https://openalex.org/W1885185971","https://openalex.org/W1921093919","https://openalex.org/W1986179168","https://openalex.org/W2031694291","https://openalex.org/W2062378984","https://openalex.org/W2150066425","https://openalex.org/W2242218935","https://openalex.org/W2799046095","https://openalex.org/W2866634454","https://openalex.org/W2922435819","https://openalex.org/W2962814024","https://openalex.org/W2997569773","https://openalex.org/W2999912553","https://openalex.org/W3005533314","https://openalex.org/W3016355810","https://openalex.org/W3034785019","https://openalex.org/W3035550118","https://openalex.org/W3038678488","https://openalex.org/W3096638576","https://openalex.org/W3168684807","https://openalex.org/W3174531399","https://openalex.org/W3175560234","https://openalex.org/W3176231905","https://openalex.org/W3176334871","https://openalex.org/W3194499564","https://openalex.org/W3203631022","https://openalex.org/W3204971388","https://openalex.org/W3206037755","https://openalex.org/W3207616984","https://openalex.org/W3207918547","https://openalex.org/W4200291178","https://openalex.org/W4213117431","https://openalex.org/W4214593719","https://openalex.org/W4214862086","https://openalex.org/W4224313400","https://openalex.org/W4283838088","https://openalex.org/W4285411654","https://openalex.org/W4312728603","https://openalex.org/W4312759958","https://openalex.org/W4320004450","https://openalex.org/W4322576869","https://openalex.org/W4376481209","https://openalex.org/W4382462760","https://openalex.org/W4384161805","https://openalex.org/W4385804880","https://openalex.org/W4386065414","https://openalex.org/W4386065752","https://openalex.org/W4386071798","https://openalex.org/W4386072441","https://openalex.org/W4386075561","https://openalex.org/W4386075580","https://openalex.org/W4386083034","https://openalex.org/W4390488675","https://openalex.org/W4390873481","https://openalex.org/W4390889794","https://openalex.org/W4393372246","https://openalex.org/W4394994967","https://openalex.org/W6791353385","https://openalex.org/W6839136058","https://openalex.org/W6855261814"],"related_works":["https://openalex.org/W1536158975","https://openalex.org/W2393788985","https://openalex.org/W2029966401","https://openalex.org/W2374120702","https://openalex.org/W2288745733","https://openalex.org/W2631594184","https://openalex.org/W113585334","https://openalex.org/W2067745193","https://openalex.org/W1530739027","https://openalex.org/W2007987780"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"witnessed":[3],"the":[4,8,20,25,51,77,95,103,127,130],"remarkable":[5],"success":[6],"of":[7,24,106,129],"vision-language":[9,26,42],"model":[10,27],"in":[11,49,55,64],"various":[12],"computer":[13],"vision":[14],"tasks.":[15],"However,":[16],"how":[17],"to":[18,28,59,75,87,116],"exploit":[19],"semantic":[21,52],"language":[22,53],"knowledge":[23,54,105],"advance":[29],"real-world":[30],"stereoscopic":[31,44,61],"image":[32,45,62],"super-resolution":[33,46],"remains":[34],"a":[35,41,65,80,108],"challenging":[36],"problem.":[37],"This":[38],"paper":[39],"proposes":[40],"model-based":[43],"(VLM-SSR)":[47],"method,":[48],"which":[50],"CLIP":[56,74],"is":[57,85,114],"exploited":[58],"facilitate":[60],"SR":[63],"training-free":[66],"manner.":[67],"Specifically,":[68],"by":[69,102],"designing":[70],"visual":[71],"prompts":[72],"for":[73],"infer":[76],"region":[78],"similarity,":[79],"prompt-guided":[81],"information":[82,90],"aggregation":[83],"mechanism":[84,113],"presented":[86,115],"capture":[88],"inter-view":[89],"among":[91],"relevant":[92],"regions":[93,119],"between":[94],"left":[96],"and":[97],"right":[98],"views.":[99],"Besides,":[100],"driven":[101],"prior":[104],"CLIP,":[107],"cognition":[109],"prior-driven":[110],"iterative":[111],"enhancing":[112],"optimize":[117],"fuzzy":[118],"adaptively.":[120],"Experimental":[121],"results":[122],"on":[123],"four":[124],"datasets":[125],"verify":[126],"effectiveness":[128],"proposed":[131],"method.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}