{"id":"https://openalex.org/W4396215018","doi":"https://doi.org/10.1109/tci.2024.3394773","title":"Disparity-Guided Multi-View Interaction Network for Light Field Reflection Removal","display_name":"Disparity-Guided Multi-View Interaction Network for Light Field Reflection Removal","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396215018","doi":"https://doi.org/10.1109/tci.2024.3394773"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2024.3394773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2024.3394773","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"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 Computational Imaging","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/A5114400781","display_name":"Yutong Liu","orcid":"https://orcid.org/0009-0004-1569-783X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yutong Liu","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013993608","display_name":"Wenming Weng","orcid":"https://orcid.org/0000-0002-1042-8903"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Weng","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011766700","display_name":"Ruisheng Gao","orcid":"https://orcid.org/0009-0009-6528-5282"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruisheng Gao","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017155375","display_name":"Zeyu Xiao","orcid":"https://orcid.org/0000-0002-9171-9234"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Xiao","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103136560","display_name":"Yueyi Zhang","orcid":"https://orcid.org/0000-0003-0788-8826"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueyi Zhang","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008612863","display_name":"Zhiwei Xiong","orcid":"https://orcid.org/0000-0002-9787-7460"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Xiong","raw_affiliation_strings":["Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114400781"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.4986,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61503743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"10","issue":null,"first_page":"726","last_page":"741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11019","display_name":"Image Enhancement Techniques","score":0.9991999864578247,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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-science","display_name":"Computer science","score":0.6202101707458496},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.6006041169166565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5111594796180725},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.47598519921302795},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46571826934814453},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4414914548397064},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4118773937225342},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3742898106575012},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18181398510932922},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1581205129623413}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6202101707458496},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.6006041169166565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5111594796180725},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.47598519921302795},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46571826934814453},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4414914548397064},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4118773937225342},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3742898106575012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18181398510932922},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1581205129623413},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tci.2024.3394773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2024.3394773","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"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 Computational Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4810870800","display_name":null,"funder_award_id":"62131003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6308808780","display_name":null,"funder_award_id":"62021001","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":83,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1918869474","https://openalex.org/W1964991682","https://openalex.org/W1978900400","https://openalex.org/W1980212291","https://openalex.org/W2000594266","https://openalex.org/W2099847307","https://openalex.org/W2107530646","https://openalex.org/W2120657032","https://openalex.org/W2122122766","https://openalex.org/W2128268941","https://openalex.org/W2133665775","https://openalex.org/W2166313476","https://openalex.org/W2200825767","https://openalex.org/W2342420672","https://openalex.org/W2520707372","https://openalex.org/W2526362823","https://openalex.org/W2551052086","https://openalex.org/W2753230437","https://openalex.org/W2753630964","https://openalex.org/W2760469380","https://openalex.org/W2779896560","https://openalex.org/W2783516823","https://openalex.org/W2798966709","https://openalex.org/W2799331596","https://openalex.org/W2808434111","https://openalex.org/W2809327692","https://openalex.org/W2883604732","https://openalex.org/W2894734721","https://openalex.org/W2895527865","https://openalex.org/W2897264375","https://openalex.org/W2897594148","https://openalex.org/W2900507988","https://openalex.org/W2904741145","https://openalex.org/W2914947442","https://openalex.org/W2952050360","https://openalex.org/W2954740582","https://openalex.org/W2955193736","https://openalex.org/W2963676366","https://openalex.org/W2963872754","https://openalex.org/W2982389402","https://openalex.org/W2998286311","https://openalex.org/W2998715827","https://openalex.org/W3001701558","https://openalex.org/W3011008323","https://openalex.org/W3011905647","https://openalex.org/W3034647178","https://openalex.org/W3035209350","https://openalex.org/W3035271082","https://openalex.org/W3035304527","https://openalex.org/W3035629843","https://openalex.org/W3035736826","https://openalex.org/W3085249258","https://openalex.org/W3094520012","https://openalex.org/W3110151525","https://openalex.org/W3119633737","https://openalex.org/W3121404598","https://openalex.org/W3154072527","https://openalex.org/W3180940425","https://openalex.org/W3181492461","https://openalex.org/W3186096677","https://openalex.org/W3190809666","https://openalex.org/W3193453419","https://openalex.org/W3204666771","https://openalex.org/W3207216198","https://openalex.org/W3207918547","https://openalex.org/W4210787071","https://openalex.org/W4213117431","https://openalex.org/W4214485187","https://openalex.org/W4214572596","https://openalex.org/W4226022249","https://openalex.org/W4226098466","https://openalex.org/W4241529584","https://openalex.org/W4308235788","https://openalex.org/W4312432424","https://openalex.org/W4312435143","https://openalex.org/W4312722796","https://openalex.org/W4312807829","https://openalex.org/W4312833691","https://openalex.org/W4366504047","https://openalex.org/W4385490101","https://openalex.org/W4387272147","https://openalex.org/W6796413303"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2037549926","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2849310602","https://openalex.org/W3006008237","https://openalex.org/W2419146053","https://openalex.org/W4388890789","https://openalex.org/W2088247287","https://openalex.org/W2963903416"],"abstract_inverted_index":{"Light":[0],"field":[1],"(LF)":[2],"imaging":[3],"presents":[4],"a":[5,115,142,149,203],"promising":[6],"avenue":[7],"for":[8,84,134,173,185,198,214],"reflection":[9,87,95,136,165,195],"removal,":[10],"owing":[11],"to":[12,158],"its":[13],"ability":[14],"of":[15,21,44,68,141,209],"reliable":[16],"depth":[17,218],"perception":[18],"and":[19,36,70,89,101,148,211],"utilization":[20],"complementary":[22],"texture":[23],"details":[24],"from":[25,65],"multiple":[26],"sub-aperture":[27],"images":[28],"(SAIs).":[29],"However,":[30],"the":[31,42,51,62,66,91,107,168,174,179,183,186],"domain":[32,75],"shifts":[33],"between":[34,189],"real-world":[35,103],"synthetic":[37,99],"scenes,":[38,88],"as":[39,41,182],"well":[40],"challenge":[43],"embedding":[45,110],"transmission":[46,108,143,160,175],"information":[47,109],"across":[48,111],"SAIs":[49],"pose":[50],"main":[52],"obstacles":[53],"in":[54],"this":[55,58],"task.":[56],"In":[57],"paper,":[59],"we":[60,77,113],"conquer":[61],"above":[63],"challenges":[64],"perspectives":[67],"data":[69,81],"network,":[71],"respectively.":[72],"To":[73,105],"mitigate":[74],"shifts,":[76],"propose":[78,114],"an":[79],"efficient":[80],"synthesis":[82],"strategy":[83],"simulating":[85],"realistic":[86],"build":[90],"largest":[92],"ever":[93],"LF":[94,135,199],"dataset":[96],"containing":[97],"420":[98],"scenes":[100,215],"70":[102],"scenes.":[104],"enable":[106],"SAIs,":[112],"novel":[116],"<underline":[117,121,125,129],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118,122,126,130],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">D</u>":[119],"isparity-guided":[120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">M</u>":[123],"ulti-view":[124],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">I</u>":[127],"nteraction":[128],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Net</u>":[131],"work":[132],"(DMINet)":[133],"removal.":[137],"DMINet":[138,201],"mainly":[139],"consists":[140],"disparity":[144,161],"estimation":[145],"(TDE)":[146],"module":[147,156,170],"center-side":[150],"interaction":[151],"(CSI)":[152],"module.":[153],"The":[154],"TDE":[155],"aims":[157],"predict":[159],"by":[162],"filtering":[163],"out":[164],"disturbances,":[166],"while":[167],"CSI":[169],"is":[171],"responsible":[172],"integration":[176],"which":[177],"adopts":[178],"central":[180],"view":[181],"bridge":[184],"propagation":[187],"conducted":[188],"different":[190],"SAIs.":[191],"Compared":[192],"with":[193,207,216],"existing":[194],"removal":[196],"methods":[197],"input,":[200],"achieves":[202],"distinct":[204],"performance":[205],"boost":[206],"merits":[208],"efficiency":[210],"robustness,":[212],"especially":[213],"complex":[217],"variations.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
