{"id":"https://openalex.org/W2962979042","doi":"https://doi.org/10.1109/icassp.2017.7953313","title":"Compressive imaging with iterative forward models","display_name":"Compressive imaging with iterative forward models","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2962979042","doi":"https://doi.org/10.1109/icassp.2017.7953313","mag":"2962979042"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7953313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","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/A5068411968","display_name":"Hsiou-Yuan Liu","orcid":"https://orcid.org/0000-0003-0209-2036"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hsiou-Yuan Liu","raw_affiliation_strings":["Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, USA","[Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, 94720 USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"[Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, 94720 USA]","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024602237","display_name":"Ulugbek S. Kamilov","orcid":"https://orcid.org/0000-0001-6770-3278"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulugbek S. Kamilov","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052544518","display_name":"Dehong Liu","orcid":"https://orcid.org/0000-0003-3355-3018"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dehong Liu","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101648073","display_name":"Hassan Mansour","orcid":"https://orcid.org/0000-0002-1667-9885"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hassan Mansour","raw_affiliation_strings":["Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA"],"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210159266"]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA","institution_ids":["https://openalex.org/I4210159266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034522188","display_name":"Petros T. Boufounos","orcid":"https://orcid.org/0000-0003-1369-0947"},"institutions":[{"id":"https://openalex.org/I4210159266","display_name":"Mitsubishi Electric (United States)","ror":"https://ror.org/053jnhe44","country_code":"US","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210133125","https://openalex.org/I4210159266"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petros T. Boufounos","raw_affiliation_strings":["MERL","Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA"],"affiliations":[{"raw_affiliation_string":"MERL","institution_ids":[]},{"raw_affiliation_string":"Mitsubishi Electric Research Laboratories (MERL), Cambridge MA, 02139, USA","institution_ids":["https://openalex.org/I4210159266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068411968"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.83119574,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71058109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"60","issue":null,"first_page":"6025","last_page":"6029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.9983999729156494,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.9976999759674072,"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":0.660116970539093},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6012490391731262},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5995320677757263},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5476417541503906},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5388116240501404},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5262348055839539},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5096404552459717},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4256311357021332},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41950511932373047},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3865969777107239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2972019910812378},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22769129276275635},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14537230134010315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660116970539093},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6012490391731262},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5995320677757263},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5476417541503906},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5388116240501404},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5262348055839539},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5096404552459717},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4256311357021332},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41950511932373047},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3865969777107239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2972019910812378},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22769129276275635},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14537230134010315},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/icassp.2017.7953313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1912609581","https://openalex.org/W1967498211","https://openalex.org/W1976167032","https://openalex.org/W1983095627","https://openalex.org/W2011206368","https://openalex.org/W2023314144","https://openalex.org/W2057062542","https://openalex.org/W2070309911","https://openalex.org/W2085102704","https://openalex.org/W2090843874","https://openalex.org/W2097463283","https://openalex.org/W2100556411","https://openalex.org/W2102576321","https://openalex.org/W2103559027","https://openalex.org/W2142224912","https://openalex.org/W2145096794","https://openalex.org/W2152537098","https://openalex.org/W2187607191","https://openalex.org/W2293327468","https://openalex.org/W2298878225","https://openalex.org/W2414004865","https://openalex.org/W2554591675","https://openalex.org/W2936995161","https://openalex.org/W3102677480","https://openalex.org/W4241214195","https://openalex.org/W4241300192","https://openalex.org/W4249023884","https://openalex.org/W4250955649","https://openalex.org/W6761030284"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W2896778670","https://openalex.org/W2107386309","https://openalex.org/W2545869789","https://openalex.org/W2141090006","https://openalex.org/W1964555484","https://openalex.org/W3048932468","https://openalex.org/W2148504016"],"abstract_inverted_index":{"We":[0,48,73,101],"propose":[1],"a":[2,22,96],"new":[3],"compressive":[4],"imaging":[5],"method":[6,19,38,104],"for":[7,30,70,77],"reconstructing":[8],"2D":[9],"or":[10],"3D":[11],"objects":[12],"from":[13],"their":[14],"scattered":[15,56],"wave-field":[16,57],"measurements.":[17],"Our":[18],"relies":[20],"on":[21],"novel,":[23],"nonlinear":[24],"measurement":[25,44,51,83],"model":[26,52,84],"that":[27],"can":[28],"account":[29],"the":[31,37,50,55,79,88,103],"multiple":[32],"scattering":[33],"phenomenon,":[34],"which":[35,62,91],"makes":[36],"preferable":[39],"in":[40],"applications":[41],"where":[42],"linear":[43],"models":[45],"are":[46],"inaccurate.":[47],"construct":[49],"by":[53],"expanding":[54],"with":[58,85,95,108],"an":[59],"accelerated-gradient":[60],"method,":[61],"is":[63,68],"guaranteed":[64],"to":[65,87],"converge":[66],"and":[67,107],"suitable":[69],"large-scale":[71],"problems.":[72],"provide":[74],"explicit":[75],"formulas":[76],"computing":[78],"gradient":[80],"of":[81],"our":[82],"respect":[86],"unknown":[89],"image,":[90],"enables":[92],"image":[93],"formation":[94],"sparsity-driven":[97],"numerical":[98,109],"optimization":[99],"algorithm.":[100],"validate":[102],"both":[105],"analytically":[106],"simulations.":[110]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}