{"id":"https://openalex.org/W3172313602","doi":"https://doi.org/10.1109/icme51207.2021.9428203","title":"Efficient Video Compressed Sensing Reconstruction via Exploiting Spatial-Temporal Correlation With Measurement Constraint","display_name":"Efficient Video Compressed Sensing Reconstruction via Exploiting Spatial-Temporal Correlation With Measurement Constraint","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3172313602","doi":"https://doi.org/10.1109/icme51207.2021.9428203","mag":"3172313602"},"language":"en","primary_location":{"id":"doi:10.1109/icme51207.2021.9428203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme51207.2021.9428203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Multimedia and Expo (ICME)","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/A5101935854","display_name":"Zhichao Wei","orcid":"https://orcid.org/0000-0002-4796-9690"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhichao Wei","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering","School of Electronic and Information Engineering, South China University of Technology"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023134878","display_name":"Chunling Yang","orcid":"https://orcid.org/0000-0001-7801-9519"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunling Yang","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering","School of Electronic and Information Engineering, South China University of Technology"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074343584","display_name":"Yunyi Xuan","orcid":"https://orcid.org/0009-0000-6365-5475"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunyi Xuan","raw_affiliation_strings":["South China University of Technology,School of Electronic and Information Engineering","School of Electronic and Information Engineering, South China University of Technology"],"affiliations":[{"raw_affiliation_string":"South China University of Technology,School of Electronic and Information Engineering","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101935854"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.0507,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72395553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"46","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9995999932289124,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9994999766349792,"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/computer-science","display_name":"Computer science","score":0.8062350749969482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7650580406188965},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6571416258811951},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5250261425971985},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5154786705970764},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.5149217844009399},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.4961110055446625},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.4425915777683258},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43649935722351074},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4324275553226471},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4168045222759247},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4134540557861328},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11440533399581909},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10499727725982666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8062350749969482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7650580406188965},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6571416258811951},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5250261425971985},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5154786705970764},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.5149217844009399},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4961110055446625},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.4425915777683258},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43649935722351074},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4324275553226471},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4168045222759247},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4134540557861328},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11440533399581909},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10499727725982666},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme51207.2021.9428203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme51207.2021.9428203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.75,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W2110158442","https://openalex.org/W2111048499","https://openalex.org/W2129812098","https://openalex.org/W2342838199","https://openalex.org/W2510132201","https://openalex.org/W2789833771","https://openalex.org/W2798559986","https://openalex.org/W2963782415","https://openalex.org/W2963947725","https://openalex.org/W2964178808","https://openalex.org/W3002566000","https://openalex.org/W3010637453","https://openalex.org/W3034344547","https://openalex.org/W3034826771","https://openalex.org/W4250955649","https://openalex.org/W6600983433"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2180954594","https://openalex.org/W2953058328","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W2052835778","https://openalex.org/W4205463238","https://openalex.org/W1542224353","https://openalex.org/W2896778670"],"abstract_inverted_index":{"Recent":[0],"deep":[1,82],"learning-based":[2],"video":[3,34],"compressed":[4],"sensing":[5],"(VCS)":[6],"methods":[7],"have":[8],"achieved":[9],"promising":[10],"results":[11,131],"but":[12],"still":[13],"suffer":[14],"from":[15],"numerous":[16],"hyper-parameters":[17],"and":[18,51,94,111],"inflexibility.":[19],"This":[20],"paper":[21],"proposes":[22],"a":[23,42,79,95,118],"novel":[24],"network":[25,128],"for":[26,60],"VCS,":[27],"named":[28],"STM-Net,":[29],"to":[30,89,106,121,126],"fast":[31],"recover":[32],"high-quality":[33],"frames":[35,74],"by":[36],"optionally":[37],"exploiting":[38],"Spatial-Temporal":[39,101],"information":[40,92],"with":[41,99],"Measurement":[43],"constraint.":[44],"Combining":[45],"the":[46,123,133,136,140],"merits":[47],"of":[48,135],"adaptive":[49,52],"sampling":[50],"shrinkage-thresholding,":[53],"we":[54,77,116],"first":[55],"propose":[56],"an":[57,85],"improved":[58],"ISTA-Net+":[59],"framewise":[61],"independent":[62],"reconstruction,":[63,83],"called":[64],"Unfolding":[65],"Adaptive":[66],"Shrinkage-Thresholding":[67],"Network":[68],"(UAST-Net).":[69],"To":[70],"get":[71],"further":[72],"non-key":[73],"reconstruction":[75],"improvement,":[76],"develop":[78,117],"two-phase":[80],"joint":[81],"including":[84],"Occlusion-Aware":[86],"Temporal":[87],"Alignment":[88],"avoid":[90],"irrelevant":[91],"compensation":[93],"Multiple":[96],"Frames":[97],"Fusion":[98],"proposed":[100,137],"Feature":[102],"Weighting":[103],"(STFW)":[104],"module":[105],"guide":[107],"attractive":[108],"content":[109],"extraction":[110],"discriminative":[112],"features":[113],"generation.":[114],"Besides,":[115],"measurement":[119],"loss":[120],"reduce":[122],"solution":[124],"space":[125],"facilitate":[127],"optimization.":[129],"Experimental":[130],"demonstrate":[132],"superiority":[134],"STM-Net":[138],"over":[139],"existing":[141],"methods.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
