{"id":"https://openalex.org/W4402350365","doi":"https://doi.org/10.1109/tip.2024.3451693","title":"Learning a Non-Locally Regularized Convolutional Sparse Representation for Joint Chromatic and Polarimetric Demosaicking","display_name":"Learning a Non-Locally Regularized Convolutional Sparse Representation for Joint Chromatic and Polarimetric Demosaicking","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402350365","doi":"https://doi.org/10.1109/tip.2024.3451693","pmid":"https://pubmed.ncbi.nlm.nih.gov/39250371"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3451693","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5083500540","display_name":"Yidong Luo","orcid":"https://orcid.org/0000-0002-9665-6471"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yidong Luo","raw_affiliation_strings":["School of Automation, Hunan Provincial Key Laboratory of Optic-Electronic Intelligent Measurement and Control, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hunan Provincial Key Laboratory of Optic-Electronic Intelligent Measurement and Control, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087793912","display_name":"Junchao Zhang","orcid":"https://orcid.org/0000-0003-2243-0012"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junchao Zhang","raw_affiliation_strings":["School of Automation, Hunan Provincial Key Laboratory of Optic-Electronic Intelligent Measurement and Control, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hunan Provincial Key Laboratory of Optic-Electronic Intelligent Measurement and Control, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035603325","display_name":"Jianbo Shao","orcid":"https://orcid.org/0000-0003-1253-4096"},"institutions":[{"id":"https://openalex.org/I4210121988","display_name":"Film Independent","ror":"https://ror.org/036cy3843","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210121988"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianbo Shao","raw_affiliation_strings":["Independent Researcher, San Jose, California, USA"],"affiliations":[{"raw_affiliation_string":"Independent Researcher, San Jose, California, USA","institution_ids":["https://openalex.org/I4210121988"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101818810","display_name":"Jiandong Tian","orcid":"https://orcid.org/0000-0002-5027-1381"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiandong Tian","raw_affiliation_strings":["Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040010053","display_name":"Jiayi Ma","orcid":"https://orcid.org/0000-0003-3264-3265"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Ma","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.012,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.999854,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":83,"max":92},"biblio":{"volume":"33","issue":null,"first_page":"5029","last_page":"5044"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9986,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/demosaicing","display_name":"Demosaicing","score":0.49006307}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6985259},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5884016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823651},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5353492},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.52322334},{"id":"https://openalex.org/C196956537","wikidata":"https://www.wikidata.org/wiki/Q202021","display_name":"Chromatic scale","level":2,"score":0.51201826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.50299686},{"id":"https://openalex.org/C27624317","wikidata":"https://www.wikidata.org/wiki/Q263499","display_name":"Demosaicing","level":5,"score":0.49006307},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3994007},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.34224},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22556868},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.109943956},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3451693","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":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39250371","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":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"62105372"},{"funder":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province","award_id":"2021JJ40794"},{"funder":"https://openalex.org/F4320327019","funder_display_name":"National Key Laboratory of Science and Technology on Micro/Nano Fabrication","award_id":"6142804231001"},{"funder":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China","award_id":"2021YFC3090401"}],"datasets":[],"versions":[],"referenced_works_count":47,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1974668176","https://openalex.org/W2014499409","https://openalex.org/W2021541592","https://openalex.org/W2038087911","https://openalex.org/W2050834445","https://openalex.org/W2117865218","https://openalex.org/W2153093543","https://openalex.org/W2160207806","https://openalex.org/W2202656999","https://openalex.org/W2510025649","https://openalex.org/W2520742745","https://openalex.org/W2609214558","https://openalex.org/W2802954250","https://openalex.org/W2810757238","https://openalex.org/W2891477968","https://openalex.org/W2964205637","https://openalex.org/W2966414503","https://openalex.org/W2984390666","https://openalex.org/W3004600172","https://openalex.org/W3006404873","https://openalex.org/W3011177844","https://openalex.org/W3034100857","https://openalex.org/W3035460526","https://openalex.org/W3091503912","https://openalex.org/W3105689206","https://openalex.org/W3150819141","https://openalex.org/W3163343088","https://openalex.org/W3169761664","https://openalex.org/W3170840458","https://openalex.org/W3192980758","https://openalex.org/W3194311358","https://openalex.org/W3198226765","https://openalex.org/W3209426922","https://openalex.org/W3215903020","https://openalex.org/W4205751900","https://openalex.org/W4249736682","https://openalex.org/W4283732315","https://openalex.org/W4285799682","https://openalex.org/W4308236447","https://openalex.org/W4313267411","https://openalex.org/W4320085817","https://openalex.org/W4353076924","https://openalex.org/W4364297203","https://openalex.org/W4379230765","https://openalex.org/W4381480353","https://openalex.org/W4388091505"],"related_works":["https://openalex.org/W4252390810","https://openalex.org/W3181725583","https://openalex.org/W2802319237","https://openalex.org/W2294473561","https://openalex.org/W2187346426","https://openalex.org/W2156085068","https://openalex.org/W2151502878","https://openalex.org/W2080784917","https://openalex.org/W2065619218","https://openalex.org/W2037265287"],"abstract_inverted_index":{"Division":[0],"of":[1,53,135],"focal":[2],"plane":[3],"color":[4,17,32,57],"polarization":[5,18,33,58],"camera":[6],"becomes":[7],"the":[8,90,106,129],"mainstream":[9],"in":[10,56,75,133],"polarimetric":[11],"imaging":[12],"for":[13,86],"it":[14],"directly":[15],"captures":[16],"mosaic":[19,59],"image":[20,25],"by":[21,102],"one":[22],"snapshot,":[23],"so":[24],"demosaicking":[26,34],"is":[27,73,80,93,144],"an":[28,96],"essential":[29],"task.":[30],"Current":[31],"(CPDM)":[35],"methods":[36,132],"are":[37],"prone":[38],"to":[39,45,82,99],"unsatisfied":[40],"results":[41],"since":[42],"it's":[43],"difficult":[44],"recover":[46],"missed":[47],"15":[48],"or":[49],"14":[50],"pixels":[51,55],"out":[52],"16":[54],"images.":[60],"To":[61],"address":[62],"this":[63],"problem,":[64],"a":[65],"non-locally":[66],"regularized":[67],"convolutional":[68],"sparse":[69],"regularization":[70],"model,":[71],"which":[72],"advantaged":[74],"denoising":[76],"and":[77,89,111,120,138],"edge":[78],"maintaining,":[79],"proposed":[81,126],"recall":[83],"more":[84],"information":[85],"CPDM":[87,91],"task,":[88],"task":[92],"transformed":[94],"into":[95],"energy":[97],"function":[98],"be":[100],"solved":[101],"ADMM":[103],"optimization.":[104],"Finally,":[105],"optimal":[107],"model":[108],"generates":[109],"informative":[110],"clear":[112],"results.":[113],"The":[114,141],"experimental":[115],"results,":[116],"including":[117],"reconstructed":[118],"synthetic":[119],"real-world":[121],"scenes,":[122],"demonstrate":[123],"that":[124],"our":[125],"method":[127],"outperforms":[128],"current":[130],"state-of-the-art":[131],"terms":[134],"quantitative":[136],"measurements":[137],"visual":[139],"quality.":[140],"source":[142],"code":[143],"available":[145],"at":[146],"https://github.com/roydon-luo/NLCSR-CPDM.":[147]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4402350365","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-01-07T03:19:59.664770","created_date":"2024-09-10"}