{"id":"https://openalex.org/W4401806330","doi":"https://doi.org/10.1109/tip.2024.3445739","title":"Low-Light Phase Retrieval With Implicit Generative Priors","display_name":"Low-Light Phase Retrieval With Implicit Generative Priors","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401806330","doi":"https://doi.org/10.1109/tip.2024.3445739","pmid":"https://pubmed.ncbi.nlm.nih.gov/39178091"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2024.3445739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3445739","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/A5080692782","display_name":"Raunak Manekar","orcid":"https://orcid.org/0000-0002-7908-0845"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raunak Manekar","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-7908-0845","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068284476","display_name":"Elisa Negrini","orcid":"https://orcid.org/0000-0001-6647-0046"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elisa Negrini","raw_affiliation_strings":["Department of Mathematics, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6647-0046","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031863609","display_name":"Minh Ph\u1ea1m","orcid":"https://orcid.org/0000-0002-5019-6449"},"institutions":[{"id":"https://openalex.org/I142207940","display_name":"California NanoSystems Institute","ror":"https://ror.org/00q7fqf35","country_code":"US","type":"facility","lineage":["https://openalex.org/I142207940","https://openalex.org/I154570441","https://openalex.org/I161318765"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minh Pham","raw_affiliation_strings":["Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I142207940","https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040510580","display_name":"Daniel Jacobs","orcid":"https://orcid.org/0000-0002-0917-2269"},"institutions":[{"id":"https://openalex.org/I142207940","display_name":"California NanoSystems Institute","ror":"https://ror.org/00q7fqf35","country_code":"US","type":"facility","lineage":["https://openalex.org/I142207940","https://openalex.org/I154570441","https://openalex.org/I161318765"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Jacobs","raw_affiliation_strings":["Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I142207940","https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002187701","display_name":"Jaideep Srivastava","orcid":"https://orcid.org/0000-0001-9385-7545"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaideep Srivastava","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-9385-7545","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002037883","display_name":"Stanley Osher","orcid":"https://orcid.org/0000-0002-7900-4658"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stanley J. Osher","raw_affiliation_strings":["Department of Mathematics, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7900-4658","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013484038","display_name":"Jianwei Miao","orcid":"https://orcid.org/0000-0003-4033-3945"},"institutions":[{"id":"https://openalex.org/I142207940","display_name":"California NanoSystems Institute","ror":"https://ror.org/00q7fqf35","country_code":"US","type":"facility","lineage":["https://openalex.org/I142207940","https://openalex.org/I154570441","https://openalex.org/I161318765"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianwei Miao","raw_affiliation_strings":["Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4033-3945","affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, California NanoSystems Institute, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I142207940","https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5339,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65695331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"33","issue":null,"first_page":"4728","last_page":"4737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11183","display_name":"Advanced X-ray Imaging Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.954200029373169,"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"}},{"id":"https://openalex.org/T11733","display_name":"X-ray Spectroscopy and Fluorescence Analysis","score":0.942799985408783,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.8262504935264587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7351764440536499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6270209550857544},{"id":"https://openalex.org/keywords/phase-retrieval","display_name":"Phase retrieval","score":0.5133268237113953},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.43108874559402466},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3874976933002472},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3866483271121979},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3727729618549347},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.11541730165481567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09656760096549988}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8262504935264587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7351764440536499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6270209550857544},{"id":"https://openalex.org/C81793267","wikidata":"https://www.wikidata.org/wiki/Q7180962","display_name":"Phase retrieval","level":3,"score":0.5133268237113953},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.43108874559402466},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3874976933002472},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3866483271121979},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3727729618549347},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.11541730165481567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09656760096549988},{"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/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/tip.2024.3445739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3445739","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:39178091","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39178091","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1847564501","https://openalex.org/W1972822190","https://openalex.org/W1994007038","https://openalex.org/W2002849329","https://openalex.org/W2007593159","https://openalex.org/W2015911499","https://openalex.org/W2054352379","https://openalex.org/W2062906151","https://openalex.org/W2063525006","https://openalex.org/W2069987331","https://openalex.org/W2087599743","https://openalex.org/W2089608210","https://openalex.org/W2101769813","https://openalex.org/W2105034296","https://openalex.org/W2108078415","https://openalex.org/W2119584206","https://openalex.org/W2508457857","https://openalex.org/W2565165478","https://openalex.org/W2593966629","https://openalex.org/W2611467219","https://openalex.org/W2612688942","https://openalex.org/W2789766881","https://openalex.org/W2810363749","https://openalex.org/W2898001268","https://openalex.org/W2952019742","https://openalex.org/W2964013315","https://openalex.org/W2964276878","https://openalex.org/W2982374186","https://openalex.org/W2996510349","https://openalex.org/W3011945265","https://openalex.org/W3012655603","https://openalex.org/W3017940382","https://openalex.org/W3019840949","https://openalex.org/W3021094251","https://openalex.org/W3036111388","https://openalex.org/W3090917128","https://openalex.org/W3096831136","https://openalex.org/W3099998641","https://openalex.org/W3105216376","https://openalex.org/W3105829668","https://openalex.org/W3106459670","https://openalex.org/W3127331088","https://openalex.org/W3127770616","https://openalex.org/W3163597423","https://openalex.org/W3178474055","https://openalex.org/W3179953624","https://openalex.org/W3188455524","https://openalex.org/W3208100139","https://openalex.org/W3210922985","https://openalex.org/W4200150166","https://openalex.org/W4225616056","https://openalex.org/W4281686023","https://openalex.org/W4294691181","https://openalex.org/W4297979842","https://openalex.org/W4298184813","https://openalex.org/W4311415873","https://openalex.org/W4313597207","https://openalex.org/W4322745961","https://openalex.org/W4386075778","https://openalex.org/W4390475396","https://openalex.org/W4400032871","https://openalex.org/W4404305441","https://openalex.org/W4404344355","https://openalex.org/W6735307612","https://openalex.org/W6751724913","https://openalex.org/W6753088188","https://openalex.org/W6755694737","https://openalex.org/W6772049009","https://openalex.org/W6775280362","https://openalex.org/W6779753539","https://openalex.org/W6786725774","https://openalex.org/W6790078720","https://openalex.org/W6796185131","https://openalex.org/W6838309569","https://openalex.org/W6844364769","https://openalex.org/W6854089126"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3123087812","https://openalex.org/W2063076820"],"abstract_inverted_index":{"Phase":[0],"retrieval":[1,79],"(PR)":[2],"is":[3,10,24],"fundamentally":[4],"important":[5],"in":[6,36,46,102,111,146],"scientific":[7],"imaging":[8,18,23,104],"and":[9,95,149],"crucial":[11],"for":[12,26,58,73],"nanoscale":[13],"techniques":[14,80],"like":[15],"coherent":[16],"diffractive":[17],"(CDI).":[19],"Low":[20],"radiation":[21],"dose":[22],"essential":[25],"applications":[27],"involving":[28],"radiation-sensitive":[29],"samples.":[30],"However,":[31],"most":[32],"PR":[33],"methods":[34,91],"struggle":[35],"low-dose":[37,59,118,137],"scenarios":[38],"due":[39],"to":[40,85,134,152],"high":[41],"shot":[42],"noise.":[43],"Recent":[44],"advancements":[45],"optical":[47],"data":[48],"acquisition":[49],"setups,":[50],"such":[51],"as":[52],"in-situ":[53,125],"CDI,":[54],"have":[55,99,107],"shown":[56,108],"promise":[57],"imaging,":[60],"but":[61,106],"they":[62],"rely":[63],"on":[64,93],"a":[65],"time":[66],"series":[67],"of":[68,130],"measurements,":[69],"making":[70],"them":[71],"unsuitable":[72],"single-image":[74,136],"applications.":[75],"Similarly,":[76],"data-driven":[77],"phase":[78,138],"are":[81],"not":[82],"easily":[83],"adaptable":[84],"data-scarce":[86],"situations.":[87],"Zero-shot":[88],"deep":[89,119],"learning":[90],"based":[92],"pre-trained":[94],"implicit":[96,131],"generative":[97,132],"priors":[98,133],"been":[100],"effective":[101],"various":[103],"tasks":[105],"limited":[109],"success":[110],"PR.":[112],"In":[113],"this":[114,147],"work,":[115],"we":[116],"propose":[117],"image":[120],"prior":[121],"(LoDIP),":[122],"which":[123],"combines":[124],"CDI":[126],"with":[127],"the":[128],"power":[129],"address":[135],"retrieval.":[139],"Quantitative":[140],"evaluations":[141],"demonstrate":[142],"LoDIP's":[143],"superior":[144],"performance":[145],"task":[148],"its":[150],"applicability":[151],"real":[153],"experimental":[154],"scenarios.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}