{"id":"https://openalex.org/W2585687320","doi":"https://doi.org/10.1109/tci.2018.2811939","title":"Deconvolution and Restoration of Optical Endomicroscopy Images","display_name":"Deconvolution and Restoration of Optical Endomicroscopy Images","publication_year":2018,"publication_date":"2018-03-09","ids":{"openalex":"https://openalex.org/W2585687320","doi":"https://doi.org/10.1109/tci.2018.2811939","mag":"2585687320"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2018.2811939","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2018.2811939","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745852/8356207/08310578.pdf","source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6745852/8356207/08310578.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055467044","display_name":"Ahmed Karam Eldaly","orcid":"https://orcid.org/0000-0002-2266-6992"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Karam Eldaly","raw_affiliation_strings":["Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2266-6992","affiliations":[{"raw_affiliation_string":"Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067973917","display_name":"Yoann Altmann","orcid":"https://orcid.org/0000-0002-3177-9884"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yoann Altmann","raw_affiliation_strings":["Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3177-9884","affiliations":[{"raw_affiliation_string":"Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031813365","display_name":"Antonios Perperidis","orcid":"https://orcid.org/0000-0001-9010-9656"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Antonios Perperidis","raw_affiliation_strings":["Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0001-9010-9656","affiliations":[{"raw_affiliation_string":"Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064245469","display_name":"Nikola Krstaji\u0107","orcid":"https://orcid.org/0000-0002-4165-8111"},"institutions":[{"id":"https://openalex.org/I2799693246","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982","country_code":"GB","type":"government","lineage":["https://openalex.org/I2799693246","https://openalex.org/I4210087105"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikola Krstajic","raw_affiliation_strings":["Engineering and Physical Sciences Research Council Interdisciplinary Research Collaboration Hub in Optical Molecular Sensing and Imaging, University of Edinburgh, Edinburgh, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering and Physical Sciences Research Council Interdisciplinary Research Collaboration Hub in Optical Molecular Sensing and Imaging, University of Edinburgh, Edinburgh, U.K","institution_ids":["https://openalex.org/I2799693246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007537406","display_name":"Tushar R. Choudhary","orcid":"https://orcid.org/0000-0002-4655-9905"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tushar R. Choudhary","raw_affiliation_strings":["Institute of Biological Chemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biological Chemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053576296","display_name":"Kevin Dhaliwal","orcid":"https://orcid.org/0000-0002-3925-3174"},"institutions":[{"id":"https://openalex.org/I2799693246","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982","country_code":"GB","type":"government","lineage":["https://openalex.org/I2799693246","https://openalex.org/I4210087105"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kevin Dhaliwal","raw_affiliation_strings":["Engineering and Physical Sciences Research Council Interdisciplinary Research Collaboration Hub in Optical Molecular Sensing and Imaging, University of Edinburgh, Edinburgh, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering and Physical Sciences Research Council Interdisciplinary Research Collaboration Hub in Optical Molecular Sensing and Imaging, University of Edinburgh, Edinburgh, U.K","institution_ids":["https://openalex.org/I2799693246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010538525","display_name":"Stephen McLaughlin","orcid":"https://orcid.org/0000-0002-9558-8294"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen McLaughlin","raw_affiliation_strings":["Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9558-8294","affiliations":[{"raw_affiliation_string":"Institute of Sensors, Signals and Systems, Heriot-Watt University, Edinburgh, U.K","institution_ids":["https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3336,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88478179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":"2","first_page":"194","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9114999771118164,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.6802722215652466},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.6297857165336609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6256699562072754},{"id":"https://openalex.org/keywords/endomicroscopy","display_name":"Endomicroscopy","score":0.6079446077346802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5363624691963196},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5332816243171692},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4425579309463501},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4173978567123413},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38483110070228577},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3737782835960388},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.35056817531585693},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2632944583892822},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23433873057365417},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18942895531654358}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.6802722215652466},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.6297857165336609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6256699562072754},{"id":"https://openalex.org/C17480853","wikidata":"https://www.wikidata.org/wiki/Q5376368","display_name":"Endomicroscopy","level":3,"score":0.6079446077346802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5363624691963196},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5332816243171692},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4425579309463501},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4173978567123413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38483110070228577},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3737782835960388},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.35056817531585693},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2632944583892822},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23433873057365417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18942895531654358},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C136009344","wikidata":"https://www.wikidata.org/wiki/Q336201","display_name":"Confocal","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tci.2018.2811939","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2018.2811939","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745852/8356207/08310578.pdf","source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1701.08107","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1701.08107","pdf_url":"https://arxiv.org/pdf/1701.08107","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire/d502b22e-a11c-4ad1-96c0-6c876de2eb2f","is_oa":true,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/d502b22e-a11c-4ad1-96c0-6c876de2eb2f","pdf_url":"https://discovery.dundee.ac.uk/files/20681167/08310578.pdf","source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Karam Eldaly, A, Altmann, Y, Perperidis, A, Krstajic, N, Choudhary, T R, Dhaliwal, K & McLaughlin, S 2018, 'Deconvolution and Restoration of Optical Endomicroscopy Images', IEEE Transactions on Computational Imaging, vol. 4, no. 2, pp. 194-205. https://doi.org/10.1109/TCI.2018.2811939","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:discovery.dundee.ac.uk:publications/d502b22e-a11c-4ad1-96c0-6c876de2eb2f","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.ed.ac.uk:publications/463d97b1-d8b6-4ff6-a408-872c3f312f3f","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/portal/en/publications/deconvolution-and-restoration-of-optical-endomicroscopy-images(463d97b1-d8b6-4ff6-a408-872c3f312f3f).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1109/tci.2018.2811939","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2018.2811939","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745852/8356207/08310578.pdf","source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2633476858","display_name":"Multiplexed 'Touch and Tell' Optical Molecular Sensing and Imaging","funder_award_id":"EP/K03197X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4554086864","display_name":null,"funder_award_id":"EP/K03197X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G789800706","display_name":null,"funder_award_id":"EP/K03197X","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8145101974","display_name":null,"funder_award_id":"RF201617/16/31","funder_id":"https://openalex.org/F4320320005","funder_display_name":"Royal Academy of Engineering"}],"funders":[{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2585687320.pdf","grobid_xml":"https://content.openalex.org/works/W2585687320.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W212471645","https://openalex.org/W575122527","https://openalex.org/W1504646685","https://openalex.org/W1514248469","https://openalex.org/W1544515183","https://openalex.org/W1564419782","https://openalex.org/W1579559187","https://openalex.org/W1607198972","https://openalex.org/W1746819321","https://openalex.org/W1776742496","https://openalex.org/W1800499965","https://openalex.org/W1965555277","https://openalex.org/W1978333359","https://openalex.org/W1985093013","https://openalex.org/W2012992544","https://openalex.org/W2016859302","https://openalex.org/W2033342206","https://openalex.org/W2034268775","https://openalex.org/W2045079045","https://openalex.org/W2058532290","https://openalex.org/W2061816090","https://openalex.org/W2071367684","https://openalex.org/W2075817535","https://openalex.org/W2085893390","https://openalex.org/W2093170880","https://openalex.org/W2096647688","https://openalex.org/W2100705753","https://openalex.org/W2106268770","https://openalex.org/W2113303885","https://openalex.org/W2115979064","https://openalex.org/W2118470640","https://openalex.org/W2119695388","https://openalex.org/W2120907428","https://openalex.org/W2123031198","https://openalex.org/W2123838014","https://openalex.org/W2125392257","https://openalex.org/W2128428741","https://openalex.org/W2135137263","https://openalex.org/W2138598313","https://openalex.org/W2141397088","https://openalex.org/W2148791483","https://openalex.org/W2151920090","https://openalex.org/W2152344036","https://openalex.org/W2159262137","https://openalex.org/W2161286157","https://openalex.org/W2161447101","https://openalex.org/W2163940565","https://openalex.org/W2164278908","https://openalex.org/W2167439109","https://openalex.org/W2170950194","https://openalex.org/W2255376542","https://openalex.org/W2344156890","https://openalex.org/W2469665031","https://openalex.org/W2582738999","https://openalex.org/W2613832406","https://openalex.org/W2778716599","https://openalex.org/W2964056912","https://openalex.org/W3029645440","https://openalex.org/W3100676347","https://openalex.org/W3106359998","https://openalex.org/W3121742466","https://openalex.org/W3140968660","https://openalex.org/W4211049957","https://openalex.org/W4240087495","https://openalex.org/W4243542554","https://openalex.org/W4243749348","https://openalex.org/W4292403327","https://openalex.org/W6637946280","https://openalex.org/W6719683527"],"related_works":["https://openalex.org/W3093776189","https://openalex.org/W4248767102","https://openalex.org/W2085523657","https://openalex.org/W3090782779","https://openalex.org/W4251527294","https://openalex.org/W4250106855","https://openalex.org/W2788050109","https://openalex.org/W2037261263","https://openalex.org/W2364399933","https://openalex.org/W2026824768"],"abstract_inverted_index":{"Optical":[0],"endomicroscopy":[1],"(OEM)":[2],"is":[3,123],"an":[4,157],"emerging":[5],"technology":[6],"platform":[7],"with":[8,145],"preclinical":[9],"and":[10,35,50,62,76,93,108,141,148,156,169],"clinical":[11],"imaging":[12,66],"applications.":[13],"Pulmonary":[14],"OEM":[15,96,182],"via":[16],"fibre":[17],"bundles":[18,68],"has":[19],"the":[20,39,70,89,115,173,176],"potential":[21],"to":[22,104,113],"provide":[23],"in":[24,26],"vivo,":[25],"situ":[27],"molecular":[28],"signatures":[29],"of":[30,41,91,95,161,175,181],"disease":[31],"such":[32],"as":[33],"infection":[34],"inflammation.":[36],"However,a":[37],"enhancing":[38],"quality":[40],"data":[42],"acquired":[43],"by":[44,65],"this":[45,85,106,146],"technique":[46],"for":[47,73,179],"better":[48],"visualization":[49],"subsequent":[51],"analysis":[52],"remains":[53],"a":[54,100,134,152],"challenging":[55],"problem.":[56],"Cross":[57],"coupling":[58],"between":[59],"fiber":[60,67],"cores":[61],"sparse":[63],"sampling":[64],"are":[69,149],"main":[71],"reasons":[72],"image":[74],"degradation,":[75],"poor":[77],"detection":[78],"performance":[79],"(i.e.,":[80],"inflammation,":[81],"bacteria,":[82],"etc.).":[83],"In":[84],"paper,":[86],"we":[87],"address":[88],"problem":[90,107],"deconvolution":[92],"restoration":[94,180],"data.":[97],"We":[98],"propose":[99],"hierarchical":[101],"Bayesian":[102],"model":[103],"solve":[105],"compare":[109],"three":[110],"estimation":[111],"algorithms":[112,143],"exploit":[114],"resulting":[116],"joint":[117],"posterior":[118],"distribution.":[119],"The":[120,139],"first":[121],"method":[122,160],"based":[124,150],"on":[125,151,166],"Markov":[126],"chain":[127],"Monte":[128],"Carlo":[129],"methods,":[130],"however,":[131],"it":[132],"exhibits":[133],"relatively":[135],"long":[136],"computational":[137],"time.":[138],"second":[140],"third":[142],"deal":[144],"issue":[147],"variational":[153],"Bayes":[154],"approach":[155],"alternating":[158],"direction":[159],"multipliers":[162],"algorithm,":[163],"respectively.":[164],"Results":[165],"both":[167],"synthetic":[168],"real":[170],"datasets":[171],"illustrate":[172],"effectiveness":[174],"proposed":[177],"methods":[178],"images.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-11-23T00:00:00"}