{"id":"https://openalex.org/W4392903048","doi":"https://doi.org/10.1109/icassp48485.2024.10446710","title":"Face Recognition Using Lensless Camera","display_name":"Face Recognition Using Lensless Camera","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392903048","doi":"https://doi.org/10.1109/icassp48485.2024.10446710"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446710","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10446710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/247431","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042428131","display_name":"Hatef Otroshi Shahreza","orcid":"https://orcid.org/0000-0002-8199-0098"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hatef Otroshi Shahreza","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland","Idiap Research Institute, Martigny, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]},{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081719048","display_name":"Alexandre Veuthey","orcid":"https://orcid.org/0009-0007-6348-972X"},"institutions":[{"id":"https://openalex.org/I177336056","display_name":"OSRAM (United States)","ror":"https://ror.org/045d0h266","country_code":"US","type":"company","lineage":["https://openalex.org/I177336056","https://openalex.org/I4210103613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre Veuthey","raw_affiliation_strings":["ams OSRAM,Martigny,Switzerland","ams OSRAM, Martigny, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ams OSRAM,Martigny,Switzerland","institution_ids":["https://openalex.org/I177336056"]},{"raw_affiliation_string":"ams OSRAM, Martigny, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016330764","display_name":"S\u00e9bastien Marcel","orcid":"https://orcid.org/0000-0002-2497-9140"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Marcel","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland","Idiap Research Institute, Martigny, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]},{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4385","last_page":"4389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9973999857902527,"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/T11448","display_name":"Face recognition and analysis","score":0.9966999888420105,"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":0.8438171148300171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8437088131904602},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7380292415618896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6563853621482849},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6124633550643921},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5697579383850098},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5238088369369507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5222504734992981},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.4608798027038574},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4530014395713806},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.2514272630214691}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438171148300171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8437088131904602},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7380292415618896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6563853621482849},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6124633550643921},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5697579383850098},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5238088369369507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5222504734992981},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.4608798027038574},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4530014395713806},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.2514272630214691},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446710","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp48485.2024.10446710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/247431","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/247431","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/247431","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/247431","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2009281170","https://openalex.org/W2033419168","https://openalex.org/W2129888453","https://openalex.org/W2132891903","https://openalex.org/W2137659841","https://openalex.org/W2487564216","https://openalex.org/W2569913184","https://openalex.org/W2663800299","https://openalex.org/W2752828042","https://openalex.org/W2907718813","https://openalex.org/W2962785568","https://openalex.org/W2969985801","https://openalex.org/W2971240841","https://openalex.org/W3003301247","https://openalex.org/W3019205968","https://openalex.org/W3094016573","https://openalex.org/W4242861904","https://openalex.org/W4285072208","https://openalex.org/W4293363567","https://openalex.org/W4309616740","https://openalex.org/W4386108393","https://openalex.org/W4386736571","https://openalex.org/W6637373629","https://openalex.org/W6638046521","https://openalex.org/W6744072679","https://openalex.org/W6839491210"],"related_works":["https://openalex.org/W2166031825","https://openalex.org/W2918845005","https://openalex.org/W2040482211","https://openalex.org/W2058325696","https://openalex.org/W325114128","https://openalex.org/W2185537520","https://openalex.org/W3108145925","https://openalex.org/W4387163326","https://openalex.org/W1517271056","https://openalex.org/W2545238862"],"abstract_inverted_index":{"Coded":[0],"aperture":[1,38],"imaging":[2],"is":[3],"an":[4],"emerging":[5],"technique":[6],"allowing":[7],"thin":[8],"form":[9],"factor":[10],"cameras":[11],"that":[12,40,64],"can":[13],"be":[14,149],"cheaply":[15],"constructed.":[16],"Many":[17],"applications":[18],"benefit":[19],"from":[20],"using":[21,36],"such":[22,25],"lensless":[23,90],"cameras,":[24],"as":[26],"face":[27,34,49,70,99,117,125],"recognition.":[28],"We":[29,75,101,119],"propose":[30],"a":[31,80,89,94,106],"method":[32],"for":[33,72],"recognition":[35,50,71,126],"coded":[37],"images":[39,58],"does":[41],"not":[42],"require":[43],"retraining":[44],"any":[45],"component":[46],"of":[47,88,141,157],"the":[48,57,85,115,137,155],"pipeline,":[51],"but":[52],"instead":[53],"applies":[54],"post-processing":[55],"to":[56,97,110,153],"with":[59,68,79,105],"deep":[60],"learning":[61],"refinement":[62],"so":[63],"they":[65],"are":[66],"compatible":[67],"existing":[69],"RGB":[73],"images.":[74,100],"generate":[76],"training":[77],"data":[78],"simulation":[81],"process,":[82],"based":[83],"on":[84,123],"convolutional":[86],"model":[87],"camera,":[91],"and":[92,134,139],"train":[93,102],"neural":[95],"network":[96,104],"reconstruct":[98],"our":[103,142,158],"multi-term":[107],"loss":[108],"function":[109],"refine":[111],"identity":[112],"information":[113],"in":[114],"reconstructed":[116],"image.":[118],"provide":[120],"extensive":[121],"experiments":[122],"different":[124],"datasets,":[127],"including":[128],"LFW,":[129],"CA-LFW,":[130],"CP-LFW,":[131],"AgeDB,":[132],"FERET,":[133],"FRGC,":[135],"showing":[136],"effectiveness":[138],"generalization":[140],"proposed":[143],"method.":[144],"Our":[145],"source":[146],"code":[147],"will":[148],"made":[150],"available":[151],"publicly":[152],"facilitate":[154],"reproducibility":[156],"work.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}