{"id":"https://openalex.org/W3202797901","doi":"https://doi.org/10.1142/s179396232250009x","title":"Image denoising algorithm of compressed sensing based on alternating direction method of multipliers","display_name":"Image denoising algorithm of compressed sensing based on alternating direction method of multipliers","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W3202797901","doi":"https://doi.org/10.1142/s179396232250009x","mag":"3202797901"},"language":"en","primary_location":{"id":"doi:10.1142/s179396232250009x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179396232250009x","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5028365040","display_name":"Changjie Fang","orcid":"https://orcid.org/0000-0002-2562-5598"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjie Fang","raw_affiliation_strings":["College of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-2562-5598","affiliations":[{"raw_affiliation_string":"College of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012028101","display_name":"Jingyu Chen","orcid":"https://orcid.org/0009-0008-4774-1574"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Chen","raw_affiliation_strings":["College of Automation, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002184624","display_name":"Shenglan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglan Chen","raw_affiliation_strings":["College of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science, Chongqing University of Posts and Telecommunications, Chongqing 400065, P. R. China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.863,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69579335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/algorithm","display_name":"Algorithm","score":0.676818311214447},{"id":"https://openalex.org/keywords/ergodic-theory","display_name":"Ergodic theory","score":0.6632066369056702},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6563829779624939},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.632682740688324},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.616752564907074},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.6043133735656738},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5842174291610718},{"id":"https://openalex.org/keywords/video-denoising","display_name":"Video denoising","score":0.5381245613098145},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5371227264404297},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5338619351387024},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5035218596458435},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.49642711877822876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4634957015514374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42551642656326294},{"id":"https://openalex.org/keywords/non-local-means","display_name":"Non-local means","score":0.4104500114917755},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32362473011016846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2839977741241455},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.1490485966205597}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.676818311214447},{"id":"https://openalex.org/C122044880","wikidata":"https://www.wikidata.org/wiki/Q5498822","display_name":"Ergodic theory","level":2,"score":0.6632066369056702},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6563829779624939},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.632682740688324},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.616752564907074},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.6043133735656738},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5842174291610718},{"id":"https://openalex.org/C30814859","wikidata":"https://www.wikidata.org/wiki/Q4119603","display_name":"Video denoising","level":5,"score":0.5381245613098145},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5371227264404297},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5338619351387024},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5035218596458435},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49642711877822876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4634957015514374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42551642656326294},{"id":"https://openalex.org/C101453961","wikidata":"https://www.wikidata.org/wiki/Q7048948","display_name":"Non-local means","level":4,"score":0.4104500114917755},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32362473011016846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2839977741241455},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.1490485966205597},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"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":1,"locations":[{"id":"doi:10.1142/s179396232250009x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179396232250009x","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8840540339","display_name":null,"funder_award_id":"11771350","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1125881252","https://openalex.org/W1960239420","https://openalex.org/W1971536112","https://openalex.org/W1978333359","https://openalex.org/W1986080131","https://openalex.org/W1986931325","https://openalex.org/W1998252084","https://openalex.org/W2005089986","https://openalex.org/W2034415022","https://openalex.org/W2038133942","https://openalex.org/W2055064119","https://openalex.org/W2058532290","https://openalex.org/W2065030431","https://openalex.org/W2092663520","https://openalex.org/W2114147096","https://openalex.org/W2123705108","https://openalex.org/W2125680629","https://openalex.org/W2127271355","https://openalex.org/W2129131372","https://openalex.org/W2151693816","https://openalex.org/W2161823659","https://openalex.org/W2169244647","https://openalex.org/W2772826071","https://openalex.org/W2952175404","https://openalex.org/W4205390861","https://openalex.org/W4250955649","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2098237619","https://openalex.org/W1538114257","https://openalex.org/W2035842925","https://openalex.org/W4287081060","https://openalex.org/W3182043338","https://openalex.org/W2001438600","https://openalex.org/W2362249450","https://openalex.org/W2810018092","https://openalex.org/W1566355314","https://openalex.org/W2791234060"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"an":[5],"image":[6,63],"denoising":[7,64],"algorithm":[8,44,58],"for":[9],"compressed":[10],"sensing":[11],"based":[12],"on":[13],"alternating":[14],"direction":[15],"method":[16],"of":[17,26,42],"multipliers":[18],"(ADMM).":[19],"We":[20,33],"prove":[21,35],"that":[22,56],"the":[23,27,30,36,46,50],"objective":[24],"function":[25],"iterates":[28],"approaches":[29],"optimal":[31],"value.":[32],"also":[34],"[Formula:":[37],"see":[38],"text]":[39],"convergence":[40],"rate":[41],"our":[43,57],"in":[45,62],"ergodic":[47],"sense.":[48],"At":[49],"same":[51],"time,":[52],"simulation":[53],"results":[54],"show":[55],"is":[59],"more":[60],"efficient":[61],"compared":[65],"with":[66],"existing":[67],"methods.":[68]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
