{"id":"https://openalex.org/W4401728737","doi":"https://doi.org/10.1109/tvcg.2024.3446789","title":"Multi-Attention Learning and Exposure Guidance Toward Ghost-Free High Dynamic Range Light Field Imaging","display_name":"Multi-Attention Learning and Exposure Guidance Toward Ghost-Free High Dynamic Range Light Field Imaging","publication_year":2024,"publication_date":"2024-08-20","ids":{"openalex":"https://openalex.org/W4401728737","doi":"https://doi.org/10.1109/tvcg.2024.3446789","pmid":"https://pubmed.ncbi.nlm.nih.gov/39163182"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3446789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3446789","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","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/A5004591668","display_name":"Yeyao Chen","orcid":"https://orcid.org/0000-0002-5626-8757"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeyao Chen","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-5626-8757","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gangyi Jiang","orcid":"https://orcid.org/0000-0003-4896-9876"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangyi Jiang","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-4896-9876","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072451841","display_name":"Chongchong Jin","orcid":"https://orcid.org/0000-0002-8193-3405"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongchong Jin","raw_affiliation_strings":["College of Science and Technology, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-8193-3405","affiliations":[{"raw_affiliation_string":"College of Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060792504","display_name":"Ting Luo","orcid":"https://orcid.org/0000-0003-1762-148X"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Luo","raw_affiliation_strings":["College of Science and Technology, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-1762-148X","affiliations":[{"raw_affiliation_string":"College of Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030642173","display_name":"Haiyong Xu","orcid":"https://orcid.org/0000-0003-1590-6799"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyong Xu","raw_affiliation_strings":["School of Mathematics and Statistics, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-1590-6799","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mei Yu","orcid":"https://orcid.org/0000-0003-3583-1587"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Yu","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-3583-1587","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":2.0437,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88037378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"31","issue":"9","first_page":"5304","last_page":"5320"},"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":0.9995999932289124,"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":0.9983000159263611,"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/ghosting","display_name":"Ghosting","score":0.8177676796913147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8010493516921997},{"id":"https://openalex.org/keywords/high-dynamic-range","display_name":"High dynamic range","score":0.7963487505912781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7624491453170776},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7026898860931396},{"id":"https://openalex.org/keywords/high-dynamic-range-imaging","display_name":"High-dynamic-range imaging","score":0.6122163534164429},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.4279116690158844},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.4260496497154236},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41966748237609863},{"id":"https://openalex.org/keywords/stereoscopy","display_name":"Stereoscopy","score":0.4161062240600586},{"id":"https://openalex.org/keywords/dynamic-range","display_name":"Dynamic range","score":0.3744328022003174}],"concepts":[{"id":"https://openalex.org/C2780531524","wikidata":"https://www.wikidata.org/wiki/Q551540","display_name":"Ghosting","level":2,"score":0.8177676796913147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8010493516921997},{"id":"https://openalex.org/C2780056265","wikidata":"https://www.wikidata.org/wiki/Q106239881","display_name":"High dynamic range","level":3,"score":0.7963487505912781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7624491453170776},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7026898860931396},{"id":"https://openalex.org/C2781399445","wikidata":"https://www.wikidata.org/wiki/Q309254","display_name":"High-dynamic-range imaging","level":4,"score":0.6122163534164429},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.4279116690158844},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.4260496497154236},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41966748237609863},{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.4161062240600586},{"id":"https://openalex.org/C87133666","wikidata":"https://www.wikidata.org/wiki/Q1161699","display_name":"Dynamic range","level":2,"score":0.3744328022003174},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2024.3446789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3446789","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:39163182","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39163182","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 visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2216437158","display_name":null,"funder_award_id":"62271276","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5006734829","display_name":null,"funder_award_id":"62401301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5194257468","display_name":null,"funder_award_id":"62071266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5674109446","display_name":null,"funder_award_id":"202003N4088","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G5916484069","display_name":null,"funder_award_id":"62171243","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7773683948","display_name":"\u9762\u5411LDR\u7acb\u4f53\u663e\u793a\u7684HDR\u7acb\u4f53\u89c6\u9891\u7248\u6743\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61971247","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/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1995813543","https://openalex.org/W2013980527","https://openalex.org/W2048327394","https://openalex.org/W2054927225","https://openalex.org/W2128268941","https://openalex.org/W2130343527","https://openalex.org/W2163710755","https://openalex.org/W2728390681","https://openalex.org/W2736611505","https://openalex.org/W2744274622","https://openalex.org/W2753630964","https://openalex.org/W2794063966","https://openalex.org/W2799710053","https://openalex.org/W2883566908","https://openalex.org/W2891246798","https://openalex.org/W2903622424","https://openalex.org/W2962785568","https://openalex.org/W2963728414","https://openalex.org/W2999031978","https://openalex.org/W2999388423","https://openalex.org/W3006487162","https://openalex.org/W3012435265","https://openalex.org/W3034350443","https://openalex.org/W3035022492","https://openalex.org/W3035574079","https://openalex.org/W3038678488","https://openalex.org/W3040184427","https://openalex.org/W3100465609","https://openalex.org/W3111051040","https://openalex.org/W3127430853","https://openalex.org/W3137432642","https://openalex.org/W3180123900","https://openalex.org/W3186150684","https://openalex.org/W3210579459","https://openalex.org/W4206882258","https://openalex.org/W4210531105","https://openalex.org/W4210787071","https://openalex.org/W4213038823","https://openalex.org/W4221145747","https://openalex.org/W4283069044","https://openalex.org/W4295424992","https://openalex.org/W4304015013","https://openalex.org/W4306967531","https://openalex.org/W4312542019","https://openalex.org/W4312574643","https://openalex.org/W4312812783","https://openalex.org/W4323644416","https://openalex.org/W4367190920","https://openalex.org/W4379116850","https://openalex.org/W4383112497","https://openalex.org/W4386065615","https://openalex.org/W4386076639","https://openalex.org/W4387319177","https://openalex.org/W4389943464","https://openalex.org/W4390872220","https://openalex.org/W4391533524","https://openalex.org/W4400443366","https://openalex.org/W6851895998"],"related_works":["https://openalex.org/W2571910697","https://openalex.org/W2752194433","https://openalex.org/W3084124739","https://openalex.org/W4366340752","https://openalex.org/W4386065615","https://openalex.org/W2889932574","https://openalex.org/W2010511520","https://openalex.org/W2100637129","https://openalex.org/W4221066067","https://openalex.org/W4324321796"],"abstract_inverted_index":{"Due":[0],"to":[1,22,51,94,110,136,140,157,177],"sensor":[2],"limitations,":[3],"the":[4,11,58,62,85,112,119,133,138,187,192,206,215,220],"light":[5],"field":[6],"(LF)":[7],"images":[8],"captured":[9],"by":[10],"LF":[12,33,42,75,98,116,121,181,197,224],"camera":[13,34],"suffer":[14],"from":[15,128],"low":[16],"dynamic":[17,39,46],"range":[18,40],"and":[19,56,81,117,147,163,204,211],"are":[20,130],"prone":[21],"poor":[23],"exposure.":[24],"To":[25,65],"solve":[26],"this":[27,48,66,68],"problem,":[28],"combining":[29],"multi-exposure":[30,97],"technology":[31],"with":[32,159,172,199],"imaging":[35,76],"can":[36,218],"achieve":[37,95],"high":[38,200],"(HDR)":[41],"imaging.":[43],"However,":[44],"for":[45],"scenes,":[47],"approach":[49],"tends":[50],"produce":[52],"disturbing":[53],"ghosting":[54],"artifacts":[55],"destroy":[57],"parallax":[59],"structure":[60],"of":[61,115,222],"generated":[63],"results.":[64],"end,":[67],"paper":[69],"proposes":[70],"a":[71,90,103,151,167],"novel":[72],"ghost-free":[73],"HDR":[74,180,196],"method":[77,87,194,217],"using":[78],"multi-attention":[79],"learning":[80],"exposure":[82,125,173],"guidance.":[83],"Specifically,":[84],"proposed":[86,193,216],"first":[88],"designs":[89],"multi-scale":[91],"cross-attention":[92],"module":[93,154],"efficient":[96],"feature":[99,134],"alignment.":[100],"After":[101],"that,":[102],"dual":[104],"self-attention-driven":[105],"Transformer":[106],"block":[107],"is":[108,155,175],"constructed":[109],"excavate":[111],"geometric":[113],"information":[114,143],"fuse":[118],"aligned":[120],"features.":[122],"In":[123],"particular,":[124],"masks":[126,174],"derived":[127],"middle-exposure":[129],"introduced":[131],"in":[132,145,209],"fusion":[135],"guide":[137],"network":[139],"focus":[141],"on":[142,186],"recovery":[144],"low-":[146],"high-brightness":[148],"regions.":[149],"Besides,":[150],"local":[152,160],"compensation":[153],"integrated":[156],"cope":[158],"alignment":[161],"errors":[162],"refine":[164],"details.":[165],"Finally,":[166],"multi-objective":[168],"reconstruction":[169],"strategy":[170],"combined":[171],"employed":[176],"restore":[178],"high-quality":[179],"images.":[182],"Extensive":[183],"experimental":[184],"results":[185,198],"benchmark":[188],"dataset":[189],"show":[190],"that":[191],"generates":[195],"spatial-angular":[201],"quality":[202],"consistency":[203],"outperforms":[205],"state-of-the-art":[207],"methods":[208],"quantitative":[210],"qualitative":[212],"comparisons.":[213],"Furthermore,":[214],"enhance":[219],"performance":[221],"existing":[223],"applications,":[225],"such":[226],"as":[227],"depth":[228],"estimation.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}