{"id":"https://openalex.org/W4391327734","doi":"https://doi.org/10.1109/vcip59821.2023.10402621","title":"Multi-scale Parallax Attention for Stereo Image Super-Resolution","display_name":"Multi-scale Parallax Attention for Stereo Image Super-Resolution","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4391327734","doi":"https://doi.org/10.1109/vcip59821.2023.10402621"},"language":"en","primary_location":{"id":"doi:10.1109/vcip59821.2023.10402621","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vcip59821.2023.10402621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","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/A5001459344","display_name":"Zilin Zhao","orcid":"https://orcid.org/0009-0009-8704-9379"},"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":true,"raw_author_name":"Zilin Zhao","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China","School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"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/A5036035213","display_name":"Sumei Li","orcid":"https://orcid.org/0000-0002-4793-3161"},"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":"Sumei Li","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China","School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"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/A5100634508","display_name":"Zhen Gao","orcid":"https://orcid.org/0000-0003-3461-1910"},"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":"Zhen Gao","raw_affiliation_strings":["Tianjin University,School of Electrical and Information Engineering,Tianjin,China","School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University,School of Electrical and Information Engineering,Tianjin,China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001459344"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1951171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9958999752998352,"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"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9937999844551086,"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/parallax","display_name":"Parallax","score":0.9133025407791138},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7313992977142334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6704755425453186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6411046981811523},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5357192158699036},{"id":"https://openalex.org/keywords/stereo-image","display_name":"Stereo image","score":0.5105863213539124},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4970391094684601},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4562152922153473},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4390132427215576},{"id":"https://openalex.org/keywords/autostereoscopy","display_name":"Autostereoscopy","score":0.4117200970649719},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3837658166885376},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.2333158254623413},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09808680415153503},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07085156440734863}],"concepts":[{"id":"https://openalex.org/C15759828","wikidata":"https://www.wikidata.org/wiki/Q165074","display_name":"Parallax","level":2,"score":0.9133025407791138},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7313992977142334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704755425453186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6411046981811523},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5357192158699036},{"id":"https://openalex.org/C2987632653","wikidata":"https://www.wikidata.org/wiki/Q7611220","display_name":"Stereo image","level":3,"score":0.5105863213539124},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4970391094684601},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4562152922153473},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4390132427215576},{"id":"https://openalex.org/C39303567","wikidata":"https://www.wikidata.org/wiki/Q7462910","display_name":"Autostereoscopy","level":3,"score":0.4117200970649719},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3837658166885376},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.2333158254623413},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09808680415153503},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07085156440734863}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vcip59821.2023.10402621","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vcip59821.2023.10402621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W63091017","https://openalex.org/W569478347","https://openalex.org/W1921093919","https://openalex.org/W2114770744","https://openalex.org/W2133665775","https://openalex.org/W2150066425","https://openalex.org/W2476548250","https://openalex.org/W2866634454","https://openalex.org/W2898896683","https://openalex.org/W2922435819","https://openalex.org/W2962807143","https://openalex.org/W2963372104","https://openalex.org/W2964101377","https://openalex.org/W2999912553","https://openalex.org/W3005533314","https://openalex.org/W3035280441","https://openalex.org/W3136148319","https://openalex.org/W3175560234","https://openalex.org/W3176231905","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2134545672","https://openalex.org/W2087658400","https://openalex.org/W1990975742","https://openalex.org/W2037432799","https://openalex.org/W2194350964","https://openalex.org/W1978517756","https://openalex.org/W1997826250","https://openalex.org/W2022444673","https://openalex.org/W2045934666","https://openalex.org/W2042142431"],"abstract_inverted_index":{"Stereo":[0],"image":[1],"super-resolution":[2,61],"(SR)":[3],"has":[4],"achieved":[5],"great":[6],"progress":[7],"in":[8,45],"recent":[9],"years.":[10],"However,":[11],"the":[12,37,41,48,79,90,121,136,152],"existing":[13],"methods":[14,30],"are":[15],"unable":[16],"to":[17,64,134],"obtain":[18],"rich":[19],"cross-view":[20,38,98,124],"information":[21,39,99,125,138],"at":[22,100],"a":[23,56,71,101,108],"low":[24,102],"computational":[25,103],"cost.":[26,104],"In":[27,51],"addition,":[28],"these":[29,66],"treat":[31],"each":[32],"pixel":[33,109],"equally":[34],"when":[35],"fusing":[36],"with":[40],"intra-view":[42,127],"information,":[43,128],"resulting":[44],"non-robustness":[46],"of":[47,92],"fused":[49,137],"information.":[50],"this":[52],"work,":[53],"we":[54,69,106],"propose":[55,107],"multi-scale":[57,72,97],"parallax":[58,73],"attention":[59,74,110,117,132],"stereo":[60,82],"network":[62],"(MPASSRnet)":[63],"address":[65],"problems.":[67],"Firstly,":[68],"design":[70],"module":[75,112],"(MSPAM),":[76],"which":[77,114],"computes":[78],"similarity":[80],"between":[81,123],"images":[83,87],"on":[84,89,151],"multiple":[85],"scale":[86],"based":[88],"introduction":[91],"pixel-to-patch":[93],"matching,":[94],"thus":[95],"acquiring":[96],"Second,":[105],"fusion":[111],"(PAFM),":[113],"introduces":[115],"spatial":[116],"(SA)":[118],"by":[119],"calculating":[120],"correlation":[122],"and":[126,129],"combines":[130],"channel":[131],"(CA)":[133],"make":[135],"more":[139],"robust.":[140],"Finally,":[141],"extensive":[142],"experiments":[143],"show":[144],"that":[145],"our":[146],"method":[147],"achieves":[148],"state-of-the-art":[149],"performance":[150],"benchmark":[153],"datasets.":[154]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}