{"id":"https://openalex.org/W4407690947","doi":"https://doi.org/10.1109/tmm.2025.3543048","title":"Mask-Aware Light Field De-Occlusion With Gated Feature Aggregation and Texture-Semantic Attention","display_name":"Mask-Aware Light Field De-Occlusion With Gated Feature Aggregation and Texture-Semantic Attention","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407690947","doi":"https://doi.org/10.1109/tmm.2025.3543048"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3543048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3543048","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5055135410","display_name":"Jieyu Chen","orcid":"https://orcid.org/0000-0002-7224-8756"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieyu Chen","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7224-8756","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060120489","display_name":"Ping An","orcid":"https://orcid.org/0000-0002-4995-728X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping An","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4995-728X","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084521379","display_name":"Xinpeng Huang","orcid":"https://orcid.org/0000-0002-2373-642X"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpeng Huang","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2373-642X","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070606235","display_name":"Yilei Chen","orcid":"https://orcid.org/0000-0002-8811-3549"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilei Chen","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8811-3549","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604019","display_name":"Chao Yang","orcid":"https://orcid.org/0000-0001-9276-5673"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yang","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9276-5673","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048268082","display_name":"Liquan Shen","orcid":"https://orcid.org/0000-0002-2148-6279"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liquan Shen","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2148-6279","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":4.9496,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94749012,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"27","issue":null,"first_page":"5296","last_page":"5311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9944999814033508,"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":0.9883999824523926,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9882000088691711,"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":0.8351021409034729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5987952351570129},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5237576961517334},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5232638120651245},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46124547719955444},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4574439227581024},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4474419057369232},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.4385956823825836},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43246641755104065},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08040541410446167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8351021409034729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5987952351570129},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5237576961517334},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5232638120651245},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46124547719955444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4574439227581024},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4474419057369232},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.4385956823825836},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43246641755104065},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08040541410446167},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3543048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3543048","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4399999976158142,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G206976688","display_name":null,"funder_award_id":"62371278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3308730370","display_name":null,"funder_award_id":"62071287","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4298492598","display_name":null,"funder_award_id":"22ZR1424300","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G5041751878","display_name":null,"funder_award_id":"62371279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5962431186","display_name":null,"funder_award_id":"62020106011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6548071146","display_name":null,"funder_award_id":"62471284","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/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W102363180","https://openalex.org/W1986879390","https://openalex.org/W2098918212","https://openalex.org/W2113642013","https://openalex.org/W2117037306","https://openalex.org/W2117539524","https://openalex.org/W2133665775","https://openalex.org/W2136733503","https://openalex.org/W2528330729","https://openalex.org/W2531409750","https://openalex.org/W2551052086","https://openalex.org/W2591697814","https://openalex.org/W2798365772","https://openalex.org/W2891121435","https://openalex.org/W2940928832","https://openalex.org/W2950689937","https://openalex.org/W2963917315","https://openalex.org/W2973058802","https://openalex.org/W2982763192","https://openalex.org/W2985764327","https://openalex.org/W2990886896","https://openalex.org/W2998758436","https://openalex.org/W3004780254","https://openalex.org/W3009652626","https://openalex.org/W3030079400","https://openalex.org/W3035240825","https://openalex.org/W3035512475","https://openalex.org/W3092704883","https://openalex.org/W3119686997","https://openalex.org/W3147184966","https://openalex.org/W3162285386","https://openalex.org/W3166166117","https://openalex.org/W3191235555","https://openalex.org/W3199003182","https://openalex.org/W3203538104","https://openalex.org/W4205294740","https://openalex.org/W4221167590","https://openalex.org/W4225592316","https://openalex.org/W4225745741","https://openalex.org/W4250169559","https://openalex.org/W4292544836","https://openalex.org/W4312238440","https://openalex.org/W4312383858","https://openalex.org/W4312497550","https://openalex.org/W4312516520","https://openalex.org/W4312594468","https://openalex.org/W4313072323","https://openalex.org/W4313149358","https://openalex.org/W4313154016","https://openalex.org/W4319300014","https://openalex.org/W4319300016","https://openalex.org/W4382240256","https://openalex.org/W4382459088","https://openalex.org/W4386071604","https://openalex.org/W4386076204","https://openalex.org/W4386076325","https://openalex.org/W4393405457","https://openalex.org/W4411244487"],"related_works":["https://openalex.org/W1988509163","https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746"],"abstract_inverted_index":{"A":[0],"light":[1],"field":[2],"image":[3],"records":[4],"rich":[5],"information":[6,16,36,152],"of":[7,31,42,53,95,164,172,192],"a":[8,63,71,121,145,197],"scene":[9],"from":[10,44],"multiple":[11],"views,":[12],"thereby":[13],"providing":[14],"complementary":[15,35,146],"for":[17,98,200],"occlusion":[18,22,46,78,84,102],"removal.":[19],"However,":[20],"current":[21],"removal":[23,103],"methods":[24],"have":[25],"several":[26],"issues:":[27],"1)":[28],"inefficient":[29],"exploitation":[30],"spatial":[32,54],"and":[33,47,49,82,180,206],"angular":[34],"among":[37,153],"views;":[38],"2)":[39],"indistinguishable":[40],"treatment":[41],"pixels":[43],"foreground":[45],"background;":[48],"3)":[50],"insufficient":[51],"exploration":[52],"detail":[55,165],"supplementation.":[56],"Therefore,":[57],"in":[58,131,177,203],"this":[59],"article,":[60],"we":[61,113,143,156],"propose":[62,157],"mask-aware":[64],"de-occlusion":[65],"network":[66,74],"(MANet).":[67],"Specifically,":[68],"MANet":[69,184],"is":[70,89,105],"joint":[72],"training":[73],"that":[75],"integrates":[76],"the":[77,83,93,101,140,162,170],"mask":[79],"predictor":[80],"(OMP)":[81],"remover":[85],"(OR).":[86],"First,":[87],"OMP":[88],"proposed":[90],"to":[91,125,139,148,160],"provide":[92],"location":[94],"occluded":[96,108],"regions":[97],"OR,":[99,112],"as":[100],"task":[104],"ill-posed":[106],"without":[107],"region":[109],"localization.":[110],"In":[111],"introduce":[114],"gated":[115],"spatial-angular":[116,128,151],"feature":[117],"aggregation,":[118],"which":[119],"uses":[120],"soft":[122],"gating":[123],"mechanism":[124],"focus":[126],"on":[127],"interaction":[129],"features":[130,137],"non-occluded":[132],"regions,":[133],"extracting":[134],"effective":[135],"aggregated":[136],"specific":[138],"de-occlusion.":[141],"Then,":[142],"design":[144],"strategy":[147],"fully":[149],"utilize":[150],"views.":[154],"Finally,":[155],"texture-semantic":[158],"attention":[159],"improve":[161],"performance":[163],"generation.":[166],"Experimental":[167],"results":[168],"demonstrate":[169],"superiority":[171],"MANet,":[173],"with":[174,187],"substantial":[175],"improvements":[176],"both":[178],"PSNR":[179],"SSIM":[181],"metrics.":[182],"Moreover,":[183],"stands":[185],"out":[186],"an":[188],"efficient":[189],"parameter":[190],"count":[191],"2.4":[193],"M,":[194],"making":[195],"it":[196],"promising":[198],"solution":[199],"real-world":[201],"applications":[202],"public":[204],"safety":[205],"security":[207],"surveillance.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}