{"id":"https://openalex.org/W3030055886","doi":"https://doi.org/10.1186/s13673-020-00215-z","title":"Exploring coupled images fusion based on joint tensor decomposition","display_name":"Exploring coupled images fusion based on joint tensor decomposition","publication_year":2020,"publication_date":"2020-03-26","ids":{"openalex":"https://openalex.org/W3030055886","doi":"https://doi.org/10.1186/s13673-020-00215-z","mag":"3030055886"},"language":"en","primary_location":{"id":"doi:10.1186/s13673-020-00215-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-020-00215-z","pdf_url":null,"source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1186/s13673-020-00215-z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049664274","display_name":"Liangfu Lu","orcid":"https://orcid.org/0000-0001-8731-9775"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liangfu Lu","raw_affiliation_strings":["School of Mathematics, Tianjin University, Tianjin, 300350, China","TJU - Tianjin University (92 Weijin Rd, Nankai, Tianjin, Chine, 300072 - China)"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"TJU - Tianjin University (92 Weijin Rd, Nankai, Tianjin, Chine, 300072 - China)","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037920323","display_name":"Xiaoxu Ren","orcid":"https://orcid.org/0000-0002-3166-1405"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxu Ren","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","TJU - Tianjin University (92 Weijin Rd, Nankai, Tianjin, Chine, 300072 - China)"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"TJU - Tianjin University (92 Weijin Rd, Nankai, Tianjin, Chine, 300072 - China)","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043276911","display_name":"Kuo\u2010Hui Yeh","orcid":"https://orcid.org/0000-0003-0598-761X"},"institutions":[{"id":"https://openalex.org/I33096239","display_name":"National Dong Hwa University","ror":"https://ror.org/00mng9617","country_code":"TW","type":"education","lineage":["https://openalex.org/I33096239"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuo-Hui Yeh","raw_affiliation_strings":["Department of Information Management, National Dong Hwa University, Hualien, 97047, Taiwan","NDHU - National Dong Hwa University (No. 1, Sec. 2, Da Hsueh Rd., Shoufeng, Hualien 97401, Taiwan, R.O.C. - Taiwan)"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Dong Hwa University, Hualien, 97047, Taiwan","institution_ids":["https://openalex.org/I33096239"]},{"raw_affiliation_string":"NDHU - National Dong Hwa University (No. 1, Sec. 2, Da Hsueh Rd., Shoufeng, Hualien 97401, Taiwan, R.O.C. - Taiwan)","institution_ids":["https://openalex.org/I33096239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044811454","display_name":"Zhiyuan Tan","orcid":"https://orcid.org/0000-0001-5420-2554"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiyuan Tan","raw_affiliation_strings":["Edinburgh Napier University, School of Computing, Merchiston Campus, Edinburgh, EH10 5DT, Scotland, UK","Edinburgh Napier University (Sighthill Campus, Edinburgh EH11 4BN - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University, School of Computing, Merchiston Campus, Edinburgh, EH10 5DT, Scotland, UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"Edinburgh Napier University (Sighthill Campus, Edinburgh EH11 4BN - United Kingdom)","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106124934","display_name":"Jocelyn Chanussot","orcid":"https://orcid.org/0000-0003-4817-2875"},"institutions":[{"id":"https://openalex.org/I4210124956","display_name":"Grenoble Images Parole Signal Automatique","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jocelyn Chanussot","raw_affiliation_strings":["GIPSA lab, Grenoble-INP, 38402, Saint Martin d\u2019Heres Cedex, France","GIPSA-SIGMAPHY - GIPSA - Signal Images Physique (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"GIPSA lab, Grenoble-INP, 38402, Saint Martin d\u2019Heres Cedex, France","institution_ids":["https://openalex.org/I106785703"]},{"raw_affiliation_string":"GIPSA-SIGMAPHY - GIPSA - Signal Images Physique (GIPSA-lab, 11 rue des Math\u00e9matiques, Grenoble Campus BP46, F-38402 SAINT MARTIN D'HERES CEDEX - France)","institution_ids":["https://openalex.org/I4210124956"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049664274"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I205237279"],"apc_list":null,"apc_paid":null,"fwci":0.5604,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.57338308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9957000017166138,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6716119050979614},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6378288865089417},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5645423531532288},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5477844476699829},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5242022275924683},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5134047269821167},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47087132930755615},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4581088721752167},{"id":"https://openalex.org/keywords/uncompressed-video","display_name":"Uncompressed video","score":0.45337507128715515},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.440774142742157},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.4308113753795624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34872162342071533},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3451951742172241},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17503774166107178},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11182105541229248}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6716119050979614},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6378288865089417},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5645423531532288},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5477844476699829},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5242022275924683},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5134047269821167},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47087132930755615},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4581088721752167},{"id":"https://openalex.org/C162478608","wikidata":"https://www.wikidata.org/wiki/Q4011369","display_name":"Uncompressed video","level":4,"score":0.45337507128715515},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.440774142742157},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.4308113753795624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34872162342071533},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3451951742172241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17503774166107178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11182105541229248},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/s13673-020-00215-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-020-00215-z","pdf_url":null,"source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03142186v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03142186","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://doi.org/10.1186/s13673-020-00215-z","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:5f29b48cba26447f8758c992ccf26d07","is_oa":true,"landing_page_url":"https://doaj.org/article/5f29b48cba26447f8758c992ccf26d07","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human-Centric Computing and Information Sciences, Vol 10, Iss 1, Pp 1-26 (2020)","raw_type":"article"},{"id":"pmh:oai:napier-surface.worktribe.com:2554296","is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/2554296/1/Exploring%20coupled%20images%20fusion%20based%20on%20joint%20tensor%20decomposition","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"Journal Article"},{"id":"pmh:oai:repository@napier.ac.uk:2554296","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2554296","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"doi:10.1186/s13673-020-00215-z","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13673-020-00215-z","pdf_url":null,"source":{"id":"https://openalex.org/S2497168432","display_name":"Human-centric Computing and Information Sciences","issn_l":"2192-1962","issn":["2192-1962"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-centric Computing and Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7827321566","display_name":null,"funder_award_id":"No.51877144","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W356012825","https://openalex.org/W943028350","https://openalex.org/W1562553774","https://openalex.org/W1632866817","https://openalex.org/W1916874600","https://openalex.org/W1921200167","https://openalex.org/W2000215628","https://openalex.org/W2031460246","https://openalex.org/W2047680880","https://openalex.org/W2065131965","https://openalex.org/W2090208105","https://openalex.org/W2111448058","https://openalex.org/W2117420919","https://openalex.org/W2117756735","https://openalex.org/W2121739212","https://openalex.org/W2126762950","https://openalex.org/W2139064565","https://openalex.org/W2144948131","https://openalex.org/W2324784787","https://openalex.org/W2412278696","https://openalex.org/W2475098969","https://openalex.org/W2539917949","https://openalex.org/W2566771666","https://openalex.org/W2737207197","https://openalex.org/W2743618639","https://openalex.org/W2762772695","https://openalex.org/W2768345624","https://openalex.org/W2792473404","https://openalex.org/W2794048225","https://openalex.org/W2804276772","https://openalex.org/W2804744787","https://openalex.org/W2811502169","https://openalex.org/W2941030742","https://openalex.org/W2946169958","https://openalex.org/W2963481810","https://openalex.org/W2986667984","https://openalex.org/W3099843321","https://openalex.org/W3124414826"],"related_works":["https://openalex.org/W2127243424","https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W2146544734"],"abstract_inverted_index":{"Abstract":[0],"Data":[1],"fusion":[2,25],"has":[3,129],"always":[4],"been":[5],"a":[6,134],"hot":[7],"research":[8],"topic":[9],"in":[10],"human-centric":[11],"computing":[12],"and":[13,40,64,69,83,92,166],"extended":[14],"with":[15,119],"the":[16,22,29,37,61,70,77,84,96,99,105,111,125,143,158,170],"development":[17],"of":[18,45,54,98,107],"artificial":[19],"intelligence.":[20],"Generally,":[21],"coupled":[23,47,55,62,78],"data":[24,33,122,145],"algorithm":[26,68,82,88,101,113,147,156],"usually":[27],"utilizes":[28],"information":[30],"from":[31],"one":[32],"set":[34],"to":[35,169],"improve":[36],"estimation":[38,131],"accuracy":[39],"explain":[41],"related":[42],"latent":[43],"variables":[44],"other":[46],"datasets.":[48],"This":[49],"paper":[50,141],"proposes":[51],"several":[52],"kinds":[53],"images":[56,79],"decomposition":[57,146],"algorithms":[58],"based":[59],"on":[60],"matrix":[63],"tensor":[65],"factorization-optimization":[66,80],"(CMTF-OPT)":[67],"flexible":[71,86,126],"coupling":[72,87,127],"algorithm,":[73],"which":[74],"are":[75],"termed":[76],"(CIF-OPT)":[81],"modified":[85],"respectively.":[89],"The":[90],"theory":[91],"experiments":[93],"show":[94],"that":[95,148],"effect":[97],"CIF-OPT":[100,112],"is":[102],"robust":[103],"under":[104],"influence":[106],"different":[108],"noises.":[109],"Particularly,":[110],"can":[114],"accurately":[115],"restore":[116],"an":[117],"image":[118,159],"missing":[120],"some":[121],"elements.":[123],"Moreover,":[124],"model":[128],"better":[130,152],"performance":[132],"than":[133,153],"hard":[135],"coupling.":[136],"For":[137],"high-dimensional":[138],"images,":[139],"this":[140],"adopts":[142],"compressed":[144],"not":[149],"only":[150],"works":[151],"uncoupled":[154],"ALS":[155],"as":[157],"noise":[160],"level":[161],"increases,":[162],"but":[163],"saves":[164],"time":[165],"cost":[167],"compared":[168],"uncompressed":[171],"algorithm.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}