{"id":"https://openalex.org/W2039628335","doi":"https://doi.org/10.1109/tip.2012.2210237","title":"Compressive Light Field Sensing","display_name":"Compressive Light Field Sensing","publication_year":2012,"publication_date":"2012-07-25","ids":{"openalex":"https://openalex.org/W2039628335","doi":"https://doi.org/10.1109/tip.2012.2210237","mag":"2039628335","pmid":"https://pubmed.ncbi.nlm.nih.gov/22851261"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2012.2210237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2210237","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5107868098","display_name":"S. Derin Babacan","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. D. Babacan","raw_affiliation_strings":["Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. dbabacan@illinois.edu","Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign Urbana IL USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. dbabacan@illinois.edu","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign Urbana IL USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075192483","display_name":"R.E. Ansorge","orcid":"https://orcid.org/0000-0002-5064-3640"},"institutions":[{"id":"https://openalex.org/I4210150834","display_name":"Varian Medical Systems (Switzerland)","ror":"https://ror.org/049tb1q96","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210150834","https://openalex.org/I46603895"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"R. Ansorge","raw_affiliation_strings":["Varian Medical Systems, Baden, Switzerland","Varian Med. Syst., Baden, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Varian Medical Systems, Baden, Switzerland","institution_ids":["https://openalex.org/I4210150834"]},{"raw_affiliation_string":"Varian Med. Syst., Baden, Switzerland","institution_ids":["https://openalex.org/I4210150834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033484231","display_name":"Martin Luessi","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Luessi","raw_affiliation_strings":["Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA","Med. Sch., Dept. of Radiol., Harvard Univ., Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I136199984","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Med. Sch., Dept. of Radiol., Harvard Univ., Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110794643","display_name":"Pablo Ruiz Matar\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. R. Mataran","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, Universidad de Granada, Granada, Spain","Dept. de Cienc. de la Comput. e Intel. Artificial, Univ. de Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. de Cienc. de la Comput. e Intel. Artificial, Univ. de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023830568","display_name":"Rafael Molina","orcid":"https://orcid.org/0000-0003-4694-8588"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Molina","raw_affiliation_strings":["Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, Universidad de Granada, Granada, Spain","Dept. de Cienc. de la Comput. e Intel. Artificial, Univ. de Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ciencias de la Computaci\u00f3n e Inteligencia Artificial, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. de Cienc. de la Comput. e Intel. Artificial, Univ. de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048650003","display_name":"Aggelos K. Katsaggelos","orcid":"https://orcid.org/0000-0003-4554-0070"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. K. Katsaggelos","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL, USA","Dept. of Electr. Eng. and Comput. Sci., Northwestern Univ., Evanston, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Dept. of Electr. Eng. and Comput. Sci., Northwestern Univ., Evanston, IL, USA#TAB#","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6998,"has_fulltext":false,"cited_by_count":103,"citation_normalized_percentile":{"value":0.97838962,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"12","first_page":"4746","last_page":"4757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9990000128746033,"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":0.9986000061035156,"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-vision","display_name":"Computer vision","score":0.8228232860565186},{"id":"https://openalex.org/keywords/light-field","display_name":"Light field","score":0.759265124797821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7539087533950806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7101271748542786},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6365883350372314},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5381918549537659},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.46772754192352295},{"id":"https://openalex.org/keywords/image-sensor","display_name":"Image sensor","score":0.4550396800041199},{"id":"https://openalex.org/keywords/computational-photography","display_name":"Computational photography","score":0.4472789764404297},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4284122884273529},{"id":"https://openalex.org/keywords/digital-camera","display_name":"Digital camera","score":0.41601449251174927},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30846115946769714},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26542913913726807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1603584587574005}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.8228232860565186},{"id":"https://openalex.org/C48983235","wikidata":"https://www.wikidata.org/wiki/Q593161","display_name":"Light field","level":2,"score":0.759265124797821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7539087533950806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7101271748542786},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6365883350372314},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5381918549537659},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.46772754192352295},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.4550396800041199},{"id":"https://openalex.org/C146044194","wikidata":"https://www.wikidata.org/wiki/Q5157334","display_name":"Computational photography","level":4,"score":0.4472789764404297},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4284122884273529},{"id":"https://openalex.org/C2779705975","wikidata":"https://www.wikidata.org/wiki/Q62927","display_name":"Digital camera","level":2,"score":0.41601449251174927},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30846115946769714},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26542913913726807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1603584587574005},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2012.2210237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2210237","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:22851261","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22851261","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.294.8525","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.294.8525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://decsai.ugr.es/vip/files/journals/06248701.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W19793066","https://openalex.org/W156627068","https://openalex.org/W248834415","https://openalex.org/W1490160191","https://openalex.org/W1499695691","https://openalex.org/W1546108826","https://openalex.org/W1577700104","https://openalex.org/W1969438907","https://openalex.org/W1980850943","https://openalex.org/W1988520084","https://openalex.org/W1998710444","https://openalex.org/W2000129914","https://openalex.org/W2002498099","https://openalex.org/W2014627134","https://openalex.org/W2028778909","https://openalex.org/W2046165240","https://openalex.org/W2063366997","https://openalex.org/W2067449253","https://openalex.org/W2090267299","https://openalex.org/W2093972163","https://openalex.org/W2098422629","https://openalex.org/W2099641086","https://openalex.org/W2103559027","https://openalex.org/W2104266187","https://openalex.org/W2104783034","https://openalex.org/W2115095883","https://openalex.org/W2116361875","https://openalex.org/W2119695388","https://openalex.org/W2129050227","https://openalex.org/W2129131372","https://openalex.org/W2130105465","https://openalex.org/W2132891903","https://openalex.org/W2133960932","https://openalex.org/W2137313943","https://openalex.org/W2143050242","https://openalex.org/W2143516773","https://openalex.org/W2145096794","https://openalex.org/W2154571593","https://openalex.org/W2155617382","https://openalex.org/W2155763342","https://openalex.org/W2161008509","https://openalex.org/W2161568005","https://openalex.org/W2167396304","https://openalex.org/W2170356055","https://openalex.org/W2176418758","https://openalex.org/W2294985758","https://openalex.org/W2296616510","https://openalex.org/W2748780130","https://openalex.org/W3151712549","https://openalex.org/W4230548574","https://openalex.org/W4232301379","https://openalex.org/W4238744307","https://openalex.org/W4242861904","https://openalex.org/W4250955649","https://openalex.org/W6606375681","https://openalex.org/W6632588127","https://openalex.org/W6634683318","https://openalex.org/W6662216063","https://openalex.org/W6676753137","https://openalex.org/W6679393445","https://openalex.org/W6683600720","https://openalex.org/W6684531467"],"related_works":["https://openalex.org/W4236446707","https://openalex.org/W2017241944","https://openalex.org/W2779986522","https://openalex.org/W2375306280","https://openalex.org/W1965736178","https://openalex.org/W1987356121","https://openalex.org/W2753630964","https://openalex.org/W2460148261","https://openalex.org/W2045290890","https://openalex.org/W2171928853"],"abstract_inverted_index":{"We":[0,137],"propose":[1],"a":[2,17,25,49,58,74,92,103,139,150],"novel":[3,75],"design":[4,142],"for":[5],"light":[6,31,70,88,114,133],"field":[7,71,89,115,134],"image":[8,47,72],"acquisition":[9,109],"based":[10,143],"on":[11,144],"compressive":[12,83],"sensing":[13],"principles.":[14],"By":[15],"placing":[16],"randomly":[18],"coded":[19],"mask":[20],"at":[21],"the":[22,30,37,42,68,80,107,145,157,160],"aperture":[23],"of":[24,29,36,53,57,82,95,159],"camera,":[26],"incoherent":[27],"measurements":[28],"passing":[32],"through":[33],"different":[34,54],"parts":[35],"lens":[38],"are":[39,63],"encoded":[40,61],"in":[41],"captured":[43,46],"images.":[44,171],"Each":[45],"is":[48,125],"random":[50],"linear":[51],"combination":[52],"angular":[55,96],"views":[56,97],"scene.":[59],"The":[60],"images":[62,90,116],"then":[64],"used":[65],"to":[66,131],"recover":[67],"original":[69],"via":[73],"Bayesian":[76],"reconstruction":[77],"algorithm.":[78],"Using":[79],"principles":[81],"sensing,":[84],"we":[85,155],"show":[86],"that":[87],"with":[91,117,166],"large":[93],"number":[94],"can":[98],"be":[99],"recovered":[100],"from":[101],"only":[102],"few":[104],"acquisitions.":[105],"Moreover,":[106],"proposed":[108,146,161],"and":[110,121,123,169],"recovery":[111],"method":[112],"provides":[113],"high":[118],"spatial":[119],"resolution":[120],"signal-to-noise-ratio,":[122],"therefore":[124],"not":[126],"affected":[127],"by":[128,148],"limitations":[129],"common":[130],"existing":[132],"camera":[135,141],"designs.":[136],"present":[138],"prototype":[140],"framework":[147],"modifying":[149],"regular":[151],"digital":[152],"camera.":[153],"Finally,":[154],"demonstrate":[156],"effectiveness":[158],"system":[162],"using":[163],"experimental":[164],"results":[165],"both":[167],"synthetic":[168],"real":[170]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
