{"id":"https://openalex.org/W2944565345","doi":"https://doi.org/10.1109/ipas.2018.8708870","title":"An Optimization Approach of Compressive Sensing Recovery Using Split Quadratic Bregman Iteration with Smoothed \u2113<sub>0</sub> Norm","display_name":"An Optimization Approach of Compressive Sensing Recovery Using Split Quadratic Bregman Iteration with Smoothed \u2113<sub>0</sub> Norm","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2944565345","doi":"https://doi.org/10.1109/ipas.2018.8708870","mag":"2944565345"},"language":"en","primary_location":{"id":"doi:10.1109/ipas.2018.8708870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2018.8708870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS)","raw_type":"proceedings-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/A5058570015","display_name":"Yongqing Yang","orcid":"https://orcid.org/0000-0003-2414-2719"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoan Yang","raw_affiliation_strings":["The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057896643","display_name":"Yuning You","orcid":"https://orcid.org/0009-0002-4821-019X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuning You","raw_affiliation_strings":["The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080213032","display_name":"Zhengzhi Lu","orcid":"https://orcid.org/0000-0001-7392-6320"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengzhi Lu","raw_affiliation_strings":["The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089183792","display_name":"Junjie Yang","orcid":"https://orcid.org/0000-0002-1240-6417"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Yang","raw_affiliation_strings":["The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370091","display_name":"Yuhao Wang","orcid":"https://orcid.org/0000-0001-8400-2676"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Wang","raw_affiliation_strings":["The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"The School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058570015"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22193673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":null,"first_page":"226","last_page":"231"},"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9972000122070312,"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/norm","display_name":"Norm (philosophy)","score":0.6700906753540039},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6307870745658875},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.473497211933136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43676117062568665},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.4285939633846283},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4242869019508362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3985897898674011},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.352089524269104},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3446926474571228}],"concepts":[{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.6700906753540039},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6307870745658875},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.473497211933136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43676117062568665},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.4285939633846283},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4242869019508362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3985897898674011},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.352089524269104},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3446926474571228},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipas.2018.8708870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2018.8708870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1995636681","https://openalex.org/W2011181254","https://openalex.org/W2050849575","https://openalex.org/W2051974992","https://openalex.org/W2090376964","https://openalex.org/W2099321050","https://openalex.org/W2100068253","https://openalex.org/W2119667497","https://openalex.org/W2141983208","https://openalex.org/W2142058898","https://openalex.org/W2145096794","https://openalex.org/W2164566711","https://openalex.org/W2296616510","https://openalex.org/W2543013670","https://openalex.org/W2546420264","https://openalex.org/W4250955649","https://openalex.org/W6729122150"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W1854082044","https://openalex.org/W3169007055"],"abstract_inverted_index":{"An":[0],"optimization":[1,55,108,143],"algorithm":[2,24,62,177],"for":[3,106],"image":[4],"recovery":[5],"is":[6,123,189,196],"a":[7,127,141,148],"core":[8],"issue":[9],"in":[10,119],"the":[11,21,38,46,54,64,67,107,112,132,152,162,170,174,180],"field":[12],"of":[13,173],"compressive":[14],"sensing":[15],"(CS).":[16],"This":[17],"paper":[18],"deeply":[19],"studied":[20],"CS":[22,175],"reconstruction":[23,171,176],"based":[25,70,178],"on":[26,71,179],"split":[27,72],"Bregman":[28,74],"iteration":[29,75],"with":[30,77,166,182],"\u2113":[31,39,48,78,101,114,133,184],"<sub":[32,40,49,79,102,115,134,185],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[33,41,50,80,103,116,135,186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[34,42],"norm,":[35,137],"which":[36],"enables":[37],"norm":[43,52,105,118,188],"to":[44,110,130],"approximate":[45,131],"original":[47],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">0</sub>":[51,81,104,117,136,187],"during":[53],"process.":[56],"Consequently,":[57],"we":[58,84,98],"proposed":[59],"another":[60],"novel":[61],"improving":[63],"precision":[65],"and":[66,145,192],"convergence":[68,87,194],"speed":[69],"quadratic":[73],"(SQBI)":[76],"norm.":[82],"Besides,":[83],"analyzed":[85],"its":[86,193],"by":[88,95,125,151],"proving":[89],"two":[90],"monotonically":[91],"decreasing":[92],"theorems.":[93],"Inspired":[94],"previous":[96],"researches,":[97],"applied":[99],"smoothed":[100,183],"problem":[109],"replace":[111],"traditional":[113],"CS.":[120],"The":[121,156],"improvement":[122],"made":[124],"using":[126],"Gaussian":[128],"function":[129],"transforming":[138],"it":[139],"into":[140],"convex":[142],"problem,":[144],"eventually":[146],"achieved":[147],"convergent":[149],"solution":[150],"steepest":[153],"descent":[154],"method.":[155],"experimental":[157],"results":[158],"show":[159],"that":[160],"under":[161],"same":[163],"conditions,":[164],"compared":[165],"other":[167],"state-of-the-art":[168],"algorithms,":[169],"accuracy":[172],"SQBI":[181],"improved":[190],"significantly,":[191],"rate":[195],"also":[197],"accelerated":[198],"as":[199],"well.":[200]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
