{"id":"https://openalex.org/W2156898337","doi":"https://doi.org/10.1109/icme.2010.5583387","title":"Robust image compression based on compressive sensing","display_name":"Robust image compression based on compressive sensing","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2156898337","doi":"https://doi.org/10.1109/icme.2010.5583387","mag":"2156898337"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2010.5583387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2010.5583387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Multimedia and Expo","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/A5079668307","display_name":"Chenwei Deng","orcid":"https://orcid.org/0000-0002-3747-5128"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Chenwei Deng","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062087243","display_name":"Bu\u2010Sung Lee","orcid":"https://orcid.org/0000-0001-7828-7900"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bu-sung Lee","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113573780","display_name":"Chiew Tong Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chiew Tong Lau","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079668307"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":5.1884,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95925647,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"462","last_page":"467"},"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":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.7276954650878906},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.6666796803474426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549279093742371},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6076072454452515},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5677484273910522},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.54261714220047},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5350699424743652},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4983556270599365},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4824100732803345},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.47965744137763977},{"id":"https://openalex.org/keywords/transform-coding","display_name":"Transform coding","score":0.47177624702453613},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.45560967922210693},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4093828797340393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3720356822013855},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3274979293346405},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.2751438021659851},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2564418911933899},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20152977108955383},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10852479934692383},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06219080090522766}],"concepts":[{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.7276954650878906},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.6666796803474426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549279093742371},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6076072454452515},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5677484273910522},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.54261714220047},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5350699424743652},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4983556270599365},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4824100732803345},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.47965744137763977},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.47177624702453613},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.45560967922210693},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4093828797340393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3720356822013855},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3274979293346405},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.2751438021659851},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2564418911933899},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20152977108955383},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10852479934692383},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06219080090522766},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme.2010.5583387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2010.5583387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1598255372","https://openalex.org/W1977252496","https://openalex.org/W1996830635","https://openalex.org/W2060430274","https://openalex.org/W2100224231","https://openalex.org/W2105581333","https://openalex.org/W2107861471","https://openalex.org/W2115755118","https://openalex.org/W2117406088","https://openalex.org/W2129638195","https://openalex.org/W2131970298","https://openalex.org/W2141423216","https://openalex.org/W2142276208","https://openalex.org/W2142776236","https://openalex.org/W2144405683","https://openalex.org/W2150293110","https://openalex.org/W3143899217","https://openalex.org/W6677587227"],"related_works":["https://openalex.org/W2170855391","https://openalex.org/W4200186786","https://openalex.org/W2160770645","https://openalex.org/W2096290801","https://openalex.org/W2156898337","https://openalex.org/W1493509123","https://openalex.org/W2009748580","https://openalex.org/W2043651654","https://openalex.org/W2111707788","https://openalex.org/W1481555515"],"abstract_inverted_index":{"The":[0],"existing":[1,138],"image":[2,112,126],"compression":[3,49],"methods":[4],"(e.g.,":[5],"JPEG2000,":[6],"etc.)":[7],"are":[8],"vulnerable":[9],"to":[10,130],"bit-loss,":[11],"and":[12,25,42,63,97,141],"this":[13,32],"is":[14,51,58,77,133],"usually":[15],"tackled":[16],"by":[17],"channel":[18,26,145],"coding":[19,24,27,146],"that":[20,122],"follows.":[21],"However,":[22],"source":[23,144],"have":[28,98],"conflicting":[29],"requirement.":[30],"In":[31],"paper,":[33],"we":[34],"address":[35],"the":[36,66,80,86,92,104,111,123],"problem":[37],"with":[38,137],"an":[39],"alternative":[40],"paradigm,":[41],"a":[43,71],"novel":[44],"compressive":[45],"sensing":[46],"(CS)":[47],"based":[48,64],"scheme":[50],"therefore":[52],"proposed.":[53],"Discrete":[54],"wavelet":[55,84],"transform":[56],"(DWT)":[57],"applied":[59],"for":[60,101],"sparse":[61],"representation,":[62],"on":[65],"property":[67],"of":[68,95],"2-D":[69],"DWT,":[70],"fast":[72],"CS":[73,88,139],"measurements":[74,89],"taking":[75],"method":[76],"presented.":[78],"Unlike":[79],"unequally":[81],"important":[82],"discrete":[83],"coefficients,":[85],"resultant":[87],"carry":[90],"nearly":[91],"same":[93],"amount":[94],"information":[96],"minimal":[99],"effects":[100],"bit-loss.":[102],"At":[103],"decoder":[105],"side,":[106],"one":[107],"can":[108],"simply":[109],"reconstruct":[110],"via":[113],"l":[114],"<sub":[115],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[116],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[117],"minimization.":[118],"Experimental":[119],"results":[120],"show":[121],"proposed":[124],"CS-based":[125],"codec":[127],"without":[128],"resorting":[129],"error":[131],"protection":[132],"more":[134],"robust":[135],"compared":[136],"technique":[140],"relevant":[142],"joint":[143],"(JSCC)":[147],"schemes.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}