{"id":"https://openalex.org/W2914390600","doi":"https://doi.org/10.1109/tcsvt.2019.2898908","title":"Compressive Sensing Multi-Layer Residual Coefficients for Image Coding","display_name":"Compressive Sensing Multi-Layer Residual Coefficients for Image Coding","publication_year":2019,"publication_date":"2019-02-12","ids":{"openalex":"https://openalex.org/W2914390600","doi":"https://doi.org/10.1109/tcsvt.2019.2898908","mag":"2914390600"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2019.2898908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2898908","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5101500691","display_name":"Zan Chen","orcid":"https://orcid.org/0000-0003-4252-4761"},"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":"Zan Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101810514","display_name":"Xingsong Hou","orcid":"https://orcid.org/0000-0002-7229-6002"},"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":"Xingsong Hou","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082634513","display_name":"Ling Shao","orcid":"https://orcid.org/0000-0002-8264-6117"},"institutions":[{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ling Shao","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210116052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679028","display_name":"Chen Gong","orcid":"https://orcid.org/0000-0002-7150-0024"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Gong","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014825654","display_name":"Xueming Qian","orcid":"https://orcid.org/0000-0002-3173-6307"},"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":"Xueming Qian","raw_affiliation_strings":["School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103485183","display_name":"Yuan Huang","orcid":null},"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":"Yuan Huang","raw_affiliation_strings":["Guangdong Xi\u2019an Jiaotong University Academy, Guangdong, China","School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","Guangdong Xi'an Jiaotong University Academy, Guangdong, China","School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Xi\u2019an Jiaotong University Academy, Guangdong, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Guangdong Xi'an Jiaotong University Academy, Guangdong, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101749560","display_name":"Shidong Wang","orcid":"https://orcid.org/0000-0003-1023-1286"},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shidong Wang","raw_affiliation_strings":["School of Computing Sciences, University of East Anglia, Norwich, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, U.K","institution_ids":["https://openalex.org/I1118541"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101500691"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.7091,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.90036586,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"4","first_page":"1109","last_page":"1120"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9987999796867371,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/huffman-coding","display_name":"Huffman coding","score":0.8565336465835571},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.807302713394165},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6354738473892212},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.632197916507721},{"id":"https://openalex.org/keywords/transform-coding","display_name":"Transform coding","score":0.5758617520332336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5392614006996155},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4771836996078491},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4722667932510376},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.4326223134994507},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.37368565797805786},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3583153486251831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34395501017570496},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.32233476638793945},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23822331428527832},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19912192225456238},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11573094129562378}],"concepts":[{"id":"https://openalex.org/C46900642","wikidata":"https://www.wikidata.org/wiki/Q2647","display_name":"Huffman coding","level":3,"score":0.8565336465835571},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.807302713394165},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6354738473892212},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.632197916507721},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.5758617520332336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5392614006996155},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4771836996078491},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4722667932510376},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.4326223134994507},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.37368565797805786},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3583153486251831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34395501017570496},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.32233476638793945},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23822331428527832},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19912192225456238},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11573094129562378}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2019.2898908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2898908","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G2653342970","display_name":null,"funder_award_id":"61701391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3308505718","display_name":null,"funder_award_id":"61732008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3720199831","display_name":null,"funder_award_id":"2018JM6092","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G5024687132","display_name":null,"funder_award_id":"61872286","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6827567487","display_name":null,"funder_award_id":"2017A010101006","funder_id":"https://openalex.org/F4320326680","funder_display_name":"Guangdong Polytechnic of Science and Technology"},{"id":"https://openalex.org/G7987947441","display_name":null,"funder_award_id":"61772407","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"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320326680","display_name":"Guangdong Polytechnic of Science and Technology","ror":"https://ror.org/01wq2p249"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1502532067","https://openalex.org/W1502593327","https://openalex.org/W1546108826","https://openalex.org/W1559556600","https://openalex.org/W1972180784","https://openalex.org/W2005528754","https://openalex.org/W2009824191","https://openalex.org/W2082029531","https://openalex.org/W2093427575","https://openalex.org/W2107861471","https://openalex.org/W2115706991","https://openalex.org/W2118016489","https://openalex.org/W2119667497","https://openalex.org/W2138863404","https://openalex.org/W2145096794","https://openalex.org/W2148120581","https://openalex.org/W2155792383","https://openalex.org/W2156427286","https://openalex.org/W2159563318","https://openalex.org/W2171783193","https://openalex.org/W2296616510","https://openalex.org/W2339894532","https://openalex.org/W2428965074","https://openalex.org/W2466488760","https://openalex.org/W2508457857","https://openalex.org/W2546435058","https://openalex.org/W2577988464","https://openalex.org/W2590877996","https://openalex.org/W2604885021","https://openalex.org/W2625429595","https://openalex.org/W2769849425","https://openalex.org/W2951236102","https://openalex.org/W2963676935","https://openalex.org/W2964222715","https://openalex.org/W3142290276","https://openalex.org/W4250955649","https://openalex.org/W6629927927","https://openalex.org/W6632588127","https://openalex.org/W6633495540","https://openalex.org/W6668902313","https://openalex.org/W6717810278","https://openalex.org/W6739495466"],"related_works":["https://openalex.org/W2094583657","https://openalex.org/W1594300462","https://openalex.org/W2519902950","https://openalex.org/W1606460848","https://openalex.org/W2158009109","https://openalex.org/W2115252864","https://openalex.org/W1706111048","https://openalex.org/W2390873329","https://openalex.org/W2129927873","https://openalex.org/W1575921859"],"abstract_inverted_index":{"Compressive":[0],"sensing":[1],"(CS)-based":[2],"image":[3,22],"coding":[4,23,34,95],"scheme":[5,35,155],"has":[6,13],"been":[7],"enthusiastically":[8],"studied,":[9],"but":[10],"it":[11],"still":[12],"a":[14,30,41,52,103,138],"poor":[15],"rate-distortion":[16],"performance":[17,165],"compared":[18],"with":[19,56,102],"the":[20,78,81,109,116,131,145,153,164],"traditional":[21],"techniques.":[24],"In":[25],"this":[26,38],"paper,":[27],"we":[28,62,106],"propose":[29],"CS":[31,46,65,84,112,143],"multi-layer":[32,68],"residual":[33,69,79,99],"to":[36,40,74,96,123],"rectify":[37],"problem":[39],"certain":[42],"extent.":[43],"By":[44,76],"dividing":[45],"measurements":[47,55,66,85,91,113],"into":[48,67],"multi-layers":[49],"and":[50,86,92,118,160],"predicting":[51],"particular":[53],"layer's":[54],"all":[57],"its":[58],"preceding":[59],"layers'":[60],"measurements,":[61],"can":[63,107,127,156],"transform":[64],"coefficients,":[70],"which":[71,126],"are":[72],"easier":[73],"compress.":[75],"calculating":[77],"between":[80],"quantized":[82,89],"ground-truth":[83],"their":[87],"corresponding":[88],"inference":[90],"using":[93,142],"Huffman":[94],"associate":[97],"each":[98],"quantization":[100,119],"index":[101],"binary":[104],"code,":[105],"reduce":[108],"redundancies":[110],"among":[111],"efficiently.":[114],"Besides,":[115],"prediction":[117],"process":[120],"is":[121],"designed":[122],"be":[124],"layer-independent,":[125],"save":[128],"much":[129],"of":[130,166],"encoding":[132],"time.":[133],"The":[134,148],"proposed":[135,154],"approach":[136,161],"introduces":[137],"novel":[139],"framework":[140],"for":[141],"in":[144],"compression":[146],"domain.":[147],"experimental":[149],"results":[150],"show":[151],"that":[152],"significantly":[157],"outperform":[158],"JPEG2000":[159],"or":[162],"reach":[163],"HEVC-Intra":[167],"on":[168],"some":[169],"test":[170],"images.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}