{"id":"https://openalex.org/W2967271600","doi":"https://doi.org/10.1109/access.2019.2935235","title":"ManiDec: Manifold Constrained Low-Rank and Sparse Decomposition","display_name":"ManiDec: Manifold Constrained Low-Rank and Sparse Decomposition","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967271600","doi":"https://doi.org/10.1109/access.2019.2935235","mag":"2967271600"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2935235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2935235","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08798634.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08798634.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442556","display_name":"Jingjing Liu","orcid":"https://orcid.org/0000-0001-8948-5865"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210132426","display_name":"Shanghai Fudan Microelectronics (China)","ror":"https://ror.org/02vfj3j86","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132426"]},{"id":"https://openalex.org/I4391767673","display_name":"State Key Laboratory of ASIC and System","ror":"https://ror.org/01mamgv83","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391767673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Liu","raw_affiliation_strings":["State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8948-5865","affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210132426","https://openalex.org/I24943067","https://openalex.org/I4391767673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015650156","display_name":"Donghui He","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210132426","display_name":"Shanghai Fudan Microelectronics (China)","ror":"https://ror.org/02vfj3j86","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132426"]},{"id":"https://openalex.org/I4391767673","display_name":"State Key Laboratory of ASIC and System","ror":"https://ror.org/01mamgv83","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391767673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghui He","raw_affiliation_strings":["State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210132426","https://openalex.org/I24943067","https://openalex.org/I4391767673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656792","display_name":"Xiaoyang Zeng","orcid":"https://orcid.org/0000-0003-3986-137X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210132426","display_name":"Shanghai Fudan Microelectronics (China)","ror":"https://ror.org/02vfj3j86","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132426"]},{"id":"https://openalex.org/I4391767673","display_name":"State Key Laboratory of ASIC and System","ror":"https://ror.org/01mamgv83","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391767673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Zeng","raw_affiliation_strings":["State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210132426","https://openalex.org/I24943067","https://openalex.org/I4391767673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350102","display_name":"Mingyu Wang","orcid":"https://orcid.org/0000-0001-5722-9752"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210132426","display_name":"Shanghai Fudan Microelectronics (China)","ror":"https://ror.org/02vfj3j86","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132426"]},{"id":"https://openalex.org/I4391767673","display_name":"State Key Laboratory of ASIC and System","ror":"https://ror.org/01mamgv83","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391767673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Wang","raw_affiliation_strings":["State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210132426","https://openalex.org/I24943067","https://openalex.org/I4391767673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076724562","display_name":"Xianchao Xiu","orcid":"https://orcid.org/0000-0002-3374-7413"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianchao Xiu","raw_affiliation_strings":["Department of Mechanics and Engineering Science, Peking University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanics and Engineering Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082668502","display_name":"Wanquan Liu","orcid":"https://orcid.org/0000-0003-4910-353X"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanquan Liu","raw_affiliation_strings":["Department of Computing, Curtin University, Perth, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Curtin University, Perth, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101757625","display_name":"Wenhong Li","orcid":"https://orcid.org/0000-0002-0898-1881"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210132426","display_name":"Shanghai Fudan Microelectronics (China)","ror":"https://ror.org/02vfj3j86","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210132426"]},{"id":"https://openalex.org/I4391767673","display_name":"State Key Laboratory of ASIC and System","ror":"https://ror.org/01mamgv83","country_code":null,"type":"facility","lineage":["https://openalex.org/I24943067","https://openalex.org/I4391767673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhong Li","raw_affiliation_strings":["State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and System, School of Microelectronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210132426","https://openalex.org/I24943067","https://openalex.org/I4391767673"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7769,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69824518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"112939","last_page":"112952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9984999895095825,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.7213820219039917},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.6501946449279785},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6308965682983398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6053694486618042},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5736387372016907},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.528988242149353},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49583253264427185},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45577123761177063},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.44516369700431824},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42395079135894775},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3269199728965759},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2960411608219147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28201597929000854},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.09052398800849915}],"concepts":[{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.7213820219039917},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.6501946449279785},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6308965682983398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053694486618042},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5736387372016907},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.528988242149353},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49583253264427185},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45577123761177063},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.44516369700431824},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42395079135894775},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3269199728965759},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2960411608219147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28201597929000854},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.09052398800849915},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2935235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2935235","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08798634.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:86208fa020a54812ae290456c3370435","is_oa":true,"landing_page_url":"https://doaj.org/article/86208fa020a54812ae290456c3370435","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 112939-112952 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2935235","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2935235","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08798634.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G250944736","display_name":null,"funder_award_id":"19ZR1420800","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4055928785","display_name":null,"funder_award_id":"51705304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4451373109","display_name":"\u7eb3\u7c73\u7ea7\u8d85\u4f4e\u529f\u8017CMOS\u96c6\u6210\u7535\u8def\u4e0eSoC\u6280\u672f\u7814\u7a76","funder_award_id":"61234002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4596533236","display_name":null,"funder_award_id":"61525401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5346287954","display_name":null,"funder_award_id":"61633001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5523499643","display_name":null,"funder_award_id":"16XD1400300","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G759724440","display_name":null,"funder_award_id":"19ZR1420800","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2967271600.pdf","grobid_xml":"https://content.openalex.org/works/W2967271600.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1591385104","https://openalex.org/W1974042113","https://openalex.org/W1979072167","https://openalex.org/W1988689205","https://openalex.org/W1994040806","https://openalex.org/W1994443280","https://openalex.org/W2000771160","https://openalex.org/W2001141328","https://openalex.org/W2027026120","https://openalex.org/W2027230374","https://openalex.org/W2027805700","https://openalex.org/W2047798849","https://openalex.org/W2053186076","https://openalex.org/W2073887222","https://openalex.org/W2079361630","https://openalex.org/W2079666190","https://openalex.org/W2089494389","https://openalex.org/W2096503284","https://openalex.org/W2100549954","https://openalex.org/W2100659887","https://openalex.org/W2111861511","https://openalex.org/W2123921160","https://openalex.org/W2129131372","https://openalex.org/W2131782326","https://openalex.org/W2137821246","https://openalex.org/W2142077116","https://openalex.org/W2145242460","https://openalex.org/W2145962650","https://openalex.org/W2166163936","https://openalex.org/W2167113322","https://openalex.org/W2167451801","https://openalex.org/W2175916910","https://openalex.org/W2262946425","https://openalex.org/W2408719493","https://openalex.org/W2461893856","https://openalex.org/W2511043111","https://openalex.org/W2518224564","https://openalex.org/W2592466490","https://openalex.org/W2781573027","https://openalex.org/W2782600102","https://openalex.org/W2799959371","https://openalex.org/W2887843685","https://openalex.org/W2890805654","https://openalex.org/W2906621894","https://openalex.org/W2909171493","https://openalex.org/W2912383323","https://openalex.org/W2951085447","https://openalex.org/W2951401720","https://openalex.org/W2962876592","https://openalex.org/W2983488121","https://openalex.org/W3104501706","https://openalex.org/W3111652977","https://openalex.org/W4232577076","https://openalex.org/W6634570686","https://openalex.org/W6674679650","https://openalex.org/W6675164516","https://openalex.org/W6681016373","https://openalex.org/W6742443803","https://openalex.org/W6757573817"],"related_works":["https://openalex.org/W1603736412","https://openalex.org/W2112835755","https://openalex.org/W4291951920","https://openalex.org/W2349674371","https://openalex.org/W2097495471","https://openalex.org/W1696545756","https://openalex.org/W1510768092","https://openalex.org/W2611003898","https://openalex.org/W2230808081","https://openalex.org/W3135859832"],"abstract_inverted_index":{"Low-rank":[0],"and":[1,46,76,93,110,125,148,162],"sparse":[2,47,77,111],"decomposition":[3,78,112],"based":[4],"image":[5],"alignment":[6],"has":[7,187],"recently":[8],"become":[9],"an":[10],"important":[11],"research":[12],"topic":[13],"in":[14,57],"the":[15,20,26,32,40,43,58,69,82,88,95,100,117,121,136,139,167,174,179,189],"computer":[16],"vision":[17],"community.":[18],"However,":[19],"reconstruction":[21],"process":[22,97],"often":[23],"suffers":[24],"from":[25],"perturbations":[27],"caused":[28],"by":[29],"variations":[30],"of":[31,42,138,169,191],"input":[33,51,140],"samples.":[34,141],"The":[35],"reason":[36],"behind":[37],"is":[38,53,79,133,173],"that":[39,67],"consistency":[41],"learned":[44],"low-rank":[45,75,109],"structures":[48],"for":[49],"similar":[50],"samples":[52],"not":[54],"well":[55],"addressed":[56],"existing":[59],"literature.":[60],"In":[61,164],"this":[62,105,172],"paper,":[63],"a":[64,129,183],"novel":[65,106],"framework":[66],"embeds":[68],"<italic":[70],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[71],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">manifold":[72],"constraint</i>":[73],"into":[74,182],"proposed.":[80],"Particularly,":[81],"proposed":[83,146],"approach":[84],"attempts":[85],"to":[86,98,135,158,166,177],"solve":[87],"original":[89],"optimization":[90,96,123],"problem":[91],"directly":[92],"force":[94],"satisfy":[99],"structure":[101],"preservation":[102],"requirement.":[103],"Therefore,":[104],"manifold":[107,118,180],"constrained":[108],"(ManiDec)":[113],"can":[114,127],"consistently":[115],"integrate":[116,178],"constraint":[119,181],"during":[120],"non-convex":[122,184],"process,":[124],"it":[126],"contribute":[128],"better":[130],"solution":[131],"which":[132,186],"robust":[134],"variance":[137],"Numerical":[142],"comparisons":[143],"between":[144],"our":[145,170],"ManiDec":[147],"some":[149],"state-of-the-art":[150],"solvers,":[151],"on":[152],"several":[153],"accessible":[154],"databases,":[155],"are":[156],"presented":[157],"demonstrate":[159],"its":[160],"efficiency":[161],"effectiveness.":[163],"fact,":[165],"best":[168],"knowledge,":[171],"first":[175],"time":[176],"framework,":[185],"demonstrated":[188],"superiority":[190],"performance.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
