{"id":"https://openalex.org/W3015700660","doi":"https://doi.org/10.1109/icassp40776.2020.9053433","title":"Volume Reconstruction for Light Field Microscopy","display_name":"Volume Reconstruction for Light Field Microscopy","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015700660","doi":"https://doi.org/10.1109/icassp40776.2020.9053433","mag":"3015700660"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9053433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5086335035","display_name":"Herman Verinaz-Jadan","orcid":"https://orcid.org/0000-0003-1391-3426"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Herman Verinaz-Jadan","raw_affiliation_strings":["EEE Department, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"EEE Department, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086311488","display_name":"Pingfan Song","orcid":"https://orcid.org/0000-0003-3596-083X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pingfan Song","raw_affiliation_strings":["EEE Department, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"EEE Department, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055758388","display_name":"Carmel L. Howe","orcid":"https://orcid.org/0000-0002-5827-8705"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carmel L. Howe","raw_affiliation_strings":["Department of Bioengineering, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042375232","display_name":"Amanda J. Foust","orcid":"https://orcid.org/0000-0002-4895-0502"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amanda J. Foust","raw_affiliation_strings":["Department of Bioengineering, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053203917","display_name":"Pier Luigi Dragotti","orcid":"https://orcid.org/0000-0002-6073-2807"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pier Luigi Dragotti","raw_affiliation_strings":["EEE Department, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"EEE Department, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086335035"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":1.2465,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84074758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1459","last_page":"1463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9970999956130981,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7493418455123901},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7002466320991516},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5632913708686829},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.558427631855011},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5558668375015259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.553153395652771},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5218731164932251},{"id":"https://openalex.org/keywords/snapshot","display_name":"Snapshot (computer storage)","score":0.49928951263427734},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.4960807263851166},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.4748799204826355},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.4720112979412079},{"id":"https://openalex.org/keywords/volume-rendering","display_name":"Volume rendering","score":0.4555839002132416},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.4183919429779053},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4122639298439026},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.25766313076019287},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.21424829959869385},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17660152912139893},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14613065123558044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7493418455123901},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7002466320991516},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5632913708686829},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.558427631855011},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5558668375015259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.553153395652771},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5218731164932251},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.49928951263427734},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.4960807263851166},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.4748799204826355},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.4720112979412079},{"id":"https://openalex.org/C30769735","wikidata":"https://www.wikidata.org/wiki/Q2165951","display_name":"Volume rendering","level":3,"score":0.4555839002132416},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.4183919429779053},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4122639298439026},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.25766313076019287},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.21424829959869385},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17660152912139893},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14613065123558044},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9053433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8017067339","display_name":null,"funder_award_id":"BB/R009007/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1778307852","https://openalex.org/W1986142635","https://openalex.org/W1994574914","https://openalex.org/W2023747871","https://openalex.org/W2041115669","https://openalex.org/W2060167709","https://openalex.org/W2063094145","https://openalex.org/W2168925869","https://openalex.org/W2661720377","https://openalex.org/W2663325069","https://openalex.org/W2811222974","https://openalex.org/W2894616867","https://openalex.org/W2897864842","https://openalex.org/W2915409612","https://openalex.org/W2950775992","https://openalex.org/W2952679958","https://openalex.org/W2958959679","https://openalex.org/W2966800242","https://openalex.org/W6764848393"],"related_works":["https://openalex.org/W2062399876","https://openalex.org/W2607795551","https://openalex.org/W3155117723","https://openalex.org/W1991429770","https://openalex.org/W1983892167","https://openalex.org/W2281134365","https://openalex.org/W4310746709","https://openalex.org/W4385574037","https://openalex.org/W2467952778","https://openalex.org/W2294274695"],"abstract_inverted_index":{"Light":[0],"Field":[1],"Microscopy":[2],"(LFM)":[3],"is":[4,18,32,109,126],"a":[5,14,70,78,137],"3D":[6],"imaging":[7],"technique":[8],"that":[9,30,82,98,139],"captures":[10],"volumetric":[11],"information":[12],"in":[13,20,148],"single":[15],"snapshot.":[16],"It":[17],"appealing":[19],"microscopy":[21],"because":[22],"of":[23,72,131,146,150],"its":[24],"simple":[25],"implementation":[26],"and":[27,52,103,154],"the":[28,56,73,87,113,116,129,132],"peculiarity":[29],"it":[31,108],"much":[33],"faster":[34],"than":[35],"methods":[36],"involving":[37],"scanning.":[38],"However,":[39],"volume":[40,142],"reconstruction":[41,53,143],"for":[42,124],"LFM":[43],"suffers":[44],"from":[45],"low":[46],"lateral":[47],"resolution,":[48],"high":[49],"computational":[50,152],"cost,":[51],"artifacts":[54,114],"near":[55,115],"native":[57,117],"object":[58,118],"plane.":[59,119],"In":[60],"this":[61,125],"work,":[62],"we":[63,68,95,122],"make":[64],"two":[65,133],"contributions.":[66],"First,":[67],"propose":[69],"simplification":[71],"forward":[74],"model":[75],"based":[76],"on":[77],"novel":[79],"discretization":[80],"approach":[81],"allows":[83],"us":[84],"to":[85,111,136],"accelerate":[86],"computation":[88],"without":[89],"drastically":[90],"increasing":[91],"memory":[92],"consumption.":[93],"Second,":[94],"experimentally":[96],"show":[97],"by":[99],"including":[100],"regularization":[101],"priors":[102],"an":[104],"appropriate":[105],"initialization":[106],"strategy,":[107],"possible":[110],"remove":[112],"The":[120],"algorithm":[121],"use":[123],"ADMM.":[127],"Finally,":[128],"combination":[130],"techniques":[134],"leads":[135],"method":[138],"outperforms":[140],"classic":[141],"approaches":[144],"(variants":[145],"Richardson-Lucy)":[147],"terms":[149],"average":[151],"time":[153],"image":[155],"quality":[156],"(PSNR).":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}