{"id":"https://openalex.org/W4394994967","doi":"https://doi.org/10.1109/tbc.2024.3382960","title":"Self-Supervised Pretraining for Stereoscopic Image Super-Resolution With Parallax-Aware Masking","display_name":"Self-Supervised Pretraining for Stereoscopic Image Super-Resolution With Parallax-Aware Masking","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4394994967","doi":"https://doi.org/10.1109/tbc.2024.3382960"},"language":"en","primary_location":{"id":"doi:10.1109/tbc.2024.3382960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2024.3382960","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","raw_type":"journal-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/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":true,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"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"],"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"],"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"],"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"],"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":5,"corresponding_author_ids":["https://openalex.org/A5064700973"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":2.6949,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91098876,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"70","issue":"2","first_page":"482","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9921000003814697,"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/parallax","display_name":"Parallax","score":0.8593894243240356},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.7087904214859009},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.6777054667472839},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6710163950920105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.624291718006134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6167827844619751},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42677509784698486},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42180484533309937},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.39821720123291016}],"concepts":[{"id":"https://openalex.org/C15759828","wikidata":"https://www.wikidata.org/wiki/Q165074","display_name":"Parallax","level":2,"score":0.8593894243240356},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.7087904214859009},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.6777054667472839},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6710163950920105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.624291718006134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6167827844619751},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42677509784698486},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42180484533309937},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.39821720123291016},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbc.2024.3382960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2024.3382960","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Broadcasting","raw_type":"journal-article"}],"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/G4725545030","display_name":null,"funder_award_id":"61931014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G732678408","display_name":null,"funder_award_id":"62101379","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W63091017","https://openalex.org/W1885185971","https://openalex.org/W1921093919","https://openalex.org/W2006930737","https://openalex.org/W2062378984","https://openalex.org/W2150066425","https://openalex.org/W2242218935","https://openalex.org/W2259424905","https://openalex.org/W2321533354","https://openalex.org/W2326925005","https://openalex.org/W2799046095","https://openalex.org/W2866634454","https://openalex.org/W2922435819","https://openalex.org/W2954930822","https://openalex.org/W2963372104","https://openalex.org/W2963619659","https://openalex.org/W2963704386","https://openalex.org/W2963729050","https://openalex.org/W2999912553","https://openalex.org/W3005533314","https://openalex.org/W3010638262","https://openalex.org/W3011456574","https://openalex.org/W3012322483","https://openalex.org/W3015582066","https://openalex.org/W3035304632","https://openalex.org/W3094502228","https://openalex.org/W3099671332","https://openalex.org/W3173545263","https://openalex.org/W3174531399","https://openalex.org/W3175560234","https://openalex.org/W3176231905","https://openalex.org/W3184549588","https://openalex.org/W3202244870","https://openalex.org/W3206037755","https://openalex.org/W3207918547","https://openalex.org/W4211266512","https://openalex.org/W4213117431","https://openalex.org/W4224282469","https://openalex.org/W4224313400","https://openalex.org/W4226022249","https://openalex.org/W4281253315","https://openalex.org/W4306833423","https://openalex.org/W4308503280","https://openalex.org/W4312532537","https://openalex.org/W4312728603","https://openalex.org/W4313156423","https://openalex.org/W4376481209","https://openalex.org/W4384161805","https://openalex.org/W4385154004","https://openalex.org/W4385804877","https://openalex.org/W4386083034","https://openalex.org/W6755207826","https://openalex.org/W6779879114","https://openalex.org/W6796761347","https://openalex.org/W6799515669","https://openalex.org/W6838577202","https://openalex.org/W7015890786"],"related_works":["https://openalex.org/W8287686","https://openalex.org/W2503351445","https://openalex.org/W2381120962","https://openalex.org/W2076429015","https://openalex.org/W3201897975","https://openalex.org/W1979969204","https://openalex.org/W2157777831","https://openalex.org/W2390964162","https://openalex.org/W4362512765","https://openalex.org/W2045934666"],"abstract_inverted_index":{"Most":[0],"existing":[1],"learning-based":[2],"methods":[3],"for":[4,33,45,96],"stereoscopic":[5,15,34,46,97],"image":[6,35,98],"super-resolution":[7,36],"rely":[8],"on":[9,118],"a":[10,29,41,48,81],"great":[11],"number":[12],"of":[13,23,60,77,133],"high-resolution":[14],"images":[16],"as":[17],"labels.":[18],"To":[19],"alleviate":[20],"the":[21,61,68,90,101,111,123],"problem":[22],"data":[24],"dependency,":[25],"this":[26],"paper":[27],"proposes":[28],"self-supervised":[30,42],"pretraining-based":[31],"method":[32],"(SelfSSR).":[37],"Specifically,":[38],"to":[39,55,72,88,109],"develop":[40],"pretext":[43],"task":[44],"images,":[47],"parallax-aware":[49],"masking":[50,112],"strategy":[51],"(PAMS)":[52],"is":[53,70,86,107],"designed":[54],"adaptively":[56],"mask":[57],"matching":[58],"areas":[59],"left":[62],"and":[63,92],"right":[64],"views.":[65],"With":[66],"PAMS,":[67],"network":[69],"encouraged":[71],"effectively":[73],"predict":[74],"missing":[75],"information":[76,94],"input":[78],"images.":[79],"Besides,":[80],"cross-view":[82],"Transformer":[83],"module":[84],"(CVTM)":[85],"presented":[87],"aggregate":[89],"intra-view":[91],"inter-view":[93],"simultaneously":[95],"reconstruction.":[99],"Meanwhile,":[100],"cross-attention":[102],"map":[103],"learned":[104],"by":[105,129],"CVTM":[106],"utilized":[108],"guide":[110],"process":[113],"in":[114],"PAMS.":[115],"Comparative":[116],"results":[117],"four":[119],"datasets":[120],"show":[121],"that":[122],"proposed":[124],"SelfSSR":[125],"achieves":[126],"state-of-the-art":[127],"performance":[128],"using":[130],"only":[131],"10%":[132],"labeled":[134],"training":[135],"data.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
