{"id":"https://openalex.org/W4322490817","doi":"https://doi.org/10.1109/msp.2022.3214325","title":"Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers","display_name":"Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers","publication_year":2023,"publication_date":"2023-02-27","ids":{"openalex":"https://openalex.org/W4322490817","doi":"https://doi.org/10.1109/msp.2022.3214325"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2022.3214325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2022.3214325","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","raw_type":"journal-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/A5021631342","display_name":"Samuel Pinilla","orcid":"https://orcid.org/0000-0002-6653-2363"},"institutions":[{"id":"https://openalex.org/I4210086857","display_name":"Mary Lyon Centre at MRC Harwell","ror":"https://ror.org/0001h1y25","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210086857","https://openalex.org/I4210087105","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I4210092957","display_name":"Research Complex at Harwell","ror":"https://ror.org/00gqx0331","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210092957"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Samuel Pinilla","raw_affiliation_strings":["Electrical Engineering University of Manchester, Harwell Science and Innovation campus, Oxfordshire, Oxon, U.K"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering University of Manchester, Harwell Science and Innovation campus, Oxfordshire, Oxon, U.K","institution_ids":["https://openalex.org/I4210092957","https://openalex.org/I4210086857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082119521","display_name":"Kumar Vijay Mishra","orcid":"https://orcid.org/0000-0002-5386-609X"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kumar Vijay Mishra","raw_affiliation_strings":["Electrical and Computer Engineering, United States DEVCOM Army Research Laboratory, Adelphi, MD, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, United States DEVCOM Army Research Laboratory, Adelphi, MD, USA","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I2802705668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034068929","display_name":"Igor Shevkunov","orcid":"https://orcid.org/0000-0003-1507-3280"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Igor Shevkunov","raw_affiliation_strings":["Faculty of Information Technology and Communication Sciences, Tampere University, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Communication Sciences, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053865178","display_name":"Mojtaba Soltanalian","orcid":"https://orcid.org/0000-0003-3714-4449"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mojtaba Soltanalian","raw_affiliation_strings":["Electrical Engineering, University of Illinois Chicago, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, University of Illinois Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053964818","display_name":"Vladimir Katkovnik","orcid":"https://orcid.org/0000-0003-3478-0669"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Vladimir Katkovnik","raw_affiliation_strings":["Faculty of Information Technology and Communication Sciences, Tampere University, Finland","Noiseless Imaging Ltd., Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Communication Sciences, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]},{"raw_affiliation_string":"Noiseless Imaging Ltd., Tampere, Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090213299","display_name":"Karen Egiazarian","orcid":"https://orcid.org/0000-0002-8135-1085"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Karen Egiazarian","raw_affiliation_strings":["Faculty of Information Technology and Communication Sciences, Tampere University, Finland","Noiseless Imaging Ltd., Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Communication Sciences, Tampere University, Finland","institution_ids":["https://openalex.org/I166825849"]},{"raw_affiliation_string":"Noiseless Imaging Ltd., Tampere, Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021631342"],"corresponding_institution_ids":["https://openalex.org/I4210086857","https://openalex.org/I4210092957"],"apc_list":null,"apc_paid":null,"fwci":7.8774,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.98227915,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"40","issue":"2","first_page":"46","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9973000288009644,"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/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.9955999851226807,"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/phase-retrieval","display_name":"Phase retrieval","score":0.8078379034996033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7584002017974854},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6802277565002441},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.6474745869636536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5422547459602356},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.46320095658302307},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4561672508716583},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.41587594151496887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35490262508392334},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08785507082939148},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07610198855400085}],"concepts":[{"id":"https://openalex.org/C81793267","wikidata":"https://www.wikidata.org/wiki/Q7180962","display_name":"Phase retrieval","level":3,"score":0.8078379034996033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7584002017974854},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6802277565002441},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.6474745869636536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5422547459602356},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.46320095658302307},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4561672508716583},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.41587594151496887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35490262508392334},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08785507082939148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07610198855400085},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msp.2022.3214325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2022.3214325","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"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 Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:trepo.tuni.fi:10024/208816","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/208816","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1488291192","https://openalex.org/W1573037860","https://openalex.org/W1988277971","https://openalex.org/W2004784588","https://openalex.org/W2025015548","https://openalex.org/W2136328862","https://openalex.org/W2542482481","https://openalex.org/W2556597664","https://openalex.org/W2556661275","https://openalex.org/W2735411703","https://openalex.org/W2769808980","https://openalex.org/W2789709090","https://openalex.org/W2795680203","https://openalex.org/W2884803963","https://openalex.org/W2888419259","https://openalex.org/W2888939727","https://openalex.org/W2943079819","https://openalex.org/W2963841451","https://openalex.org/W2965523648","https://openalex.org/W2971240841","https://openalex.org/W2988190067","https://openalex.org/W2991808817","https://openalex.org/W3015428246","https://openalex.org/W3019840949","https://openalex.org/W3021094251","https://openalex.org/W3026169246","https://openalex.org/W3034983247","https://openalex.org/W3040032943","https://openalex.org/W3088778581","https://openalex.org/W3101627929","https://openalex.org/W3115024154","https://openalex.org/W3120579089","https://openalex.org/W3160534139","https://openalex.org/W3168315810","https://openalex.org/W3171699820","https://openalex.org/W3173288677","https://openalex.org/W3199086039","https://openalex.org/W3201305819","https://openalex.org/W3206187317","https://openalex.org/W3212348622","https://openalex.org/W3214105492","https://openalex.org/W3215161060","https://openalex.org/W4200300529","https://openalex.org/W4200523535","https://openalex.org/W4292565339","https://openalex.org/W4293248293","https://openalex.org/W4293775970","https://openalex.org/W6683430545","https://openalex.org/W6712627111","https://openalex.org/W6754103055","https://openalex.org/W6787804947"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2949944402","https://openalex.org/W4301269008","https://openalex.org/W2032963934"],"abstract_inverted_index":{"Phase":[0],"retrieval":[1],"in":[2,17,48,101],"optical":[3,40],"imaging":[4],"refers":[5],"to":[6,43,73,115],"the":[7,18,45,54,57,85,103],"recovery":[8],"of":[9,20,60,87,105,133,137],"a":[10,29,32,38,61],"complex":[11,124],"signal":[12],"from":[13],"phaseless":[14],"data":[15],"acquired":[16,27],"form":[19],"its":[21],"diffraction":[22,50],"patterns.":[23],"These":[24],"patterns":[25,51],"are":[26,113],"through":[28],"system":[30],"with":[31],"coherent":[33],"light":[34],"source":[35],"that":[36,107],"employs":[37],"diffractive":[39],"element":[41],"(DOE)":[42],"modulate":[44],"scene,":[46],"resulting":[47],"coded":[49],"(CDPs)":[52],"at":[53],"sensor.":[55],"Recently,":[56],"hybrid":[58,96],"approach":[59],"model-driven":[62],"network":[63],"or":[64,145],"deep":[65,138],"unfolding":[66,139],"has":[67],"emerged":[68],"as":[69],"an":[70,131],"effective":[71],"alternative":[72],"conventional":[74],"model-":[75],"and":[76,120,135],"learning-based":[77],"phase-retrieval":[78,126],"techniques":[79],"because":[80],"it":[81],"allows":[82],"for":[83,140],"bounding":[84],"complexity":[86],"algorithms":[88,134],"while":[89],"also":[90],"retaining":[91],"their":[92],"efficacy.":[93],"Additionally,":[94],"such":[95],"approaches":[97],"have":[98],"shown":[99],"promise":[100],"improving":[102],"design":[104],"DOEs":[106],"follow":[108],"theoretical":[109],"uniqueness":[110],"conditions.":[111],"There":[112],"opportunities":[114],"exploit":[116],"novel":[117],"experimental":[118],"setups":[119],"resolve":[121],"even":[122],"more":[123],"DOE":[125],"applications.":[127],"This":[128],"article":[129],"presents":[130],"overview":[132],"applications":[136],"bootstrapped\u2014regardless":[141],"whether":[142],"near,":[143],"middle,":[144],"far":[146],"zones\u2014phase":[147],"retrieval.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}