{"id":"https://openalex.org/W2614767606","doi":"https://doi.org/10.1186/s13640-017-0184-3","title":"Lossy image compression based on prediction error and vector quantisation","display_name":"Lossy image compression based on prediction error and vector quantisation","publication_year":2017,"publication_date":"2017-05-18","ids":{"openalex":"https://openalex.org/W2614767606","doi":"https://doi.org/10.1186/s13640-017-0184-3","mag":"2614767606"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-017-0184-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0184-3","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0184-3","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0184-3","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086327079","display_name":"Mohamed Uvaze Ahamed Ayoobkhan","orcid":"https://orcid.org/0000-0001-9120-4516"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohamed Uvaze Ahamed Ayoobkhan","raw_affiliation_strings":["Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9120-4516","affiliations":[{"raw_affiliation_string":"Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113676763","display_name":"C. Eswaran","orcid":null},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Eswaran Chikkannan","raw_affiliation_strings":["Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029907548","display_name":"Kannan Ramakrishnan","orcid":"https://orcid.org/0000-0002-5314-7327"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kannan Ramakrishnan","raw_affiliation_strings":["Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Visual Computing, Faculty of Computing and Informatics, Multimedia University, Jalan Multimedia, Cyberjaya, 63100, Selangor, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086327079"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":{"value":1790,"currency":"USD","value_usd":1790},"apc_paid":{"value":1790,"currency":"USD","value_usd":1790},"fwci":1.4095,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.86514188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2017","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":1.0,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9954000115394592,"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/lossy-compression","display_name":"Lossy compression","score":0.923809289932251},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6932529211044312},{"id":"https://openalex.org/keywords/vector-quantization","display_name":"Vector quantization","score":0.6928747892379761},{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.6868440508842468},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.57975172996521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5585823655128479},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5294404029846191},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.4924965798854828},{"id":"https://openalex.org/keywords/color-cell-compression","display_name":"Color Cell Compression","score":0.4519895017147064},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.4519084692001343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42837095260620117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.380179226398468},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34069937467575073},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3131294548511505},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2505713105201721}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.923809289932251},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6932529211044312},{"id":"https://openalex.org/C199833920","wikidata":"https://www.wikidata.org/wiki/Q612536","display_name":"Vector quantization","level":2,"score":0.6928747892379761},{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.6868440508842468},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.57975172996521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5585823655128479},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5294404029846191},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.4924965798854828},{"id":"https://openalex.org/C82804729","wikidata":"https://www.wikidata.org/wiki/Q5148551","display_name":"Color Cell Compression","level":5,"score":0.4519895017147064},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.4519084692001343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42837095260620117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.380179226398468},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34069937467575073},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3131294548511505},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2505713105201721},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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":2,"locations":[{"id":"doi:10.1186/s13640-017-0184-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0184-3","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0184-3","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f4c67da69306404e8d46e00d37037e1c","is_oa":false,"landing_page_url":"https://doaj.org/article/f4c67da69306404e8d46e00d37037e1c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Image and Video Processing, Vol 2017, Iss 1, Pp 1-13 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13640-017-0184-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0184-3","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0184-3","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313202","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2614767606.pdf","grobid_xml":"https://content.openalex.org/works/W2614767606.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1565050238","https://openalex.org/W1588594383","https://openalex.org/W1898439880","https://openalex.org/W1900447169","https://openalex.org/W1966675279","https://openalex.org/W1976731926","https://openalex.org/W2015314533","https://openalex.org/W2023900253","https://openalex.org/W2027632475","https://openalex.org/W2028501442","https://openalex.org/W2029313510","https://openalex.org/W2029970498","https://openalex.org/W2032182503","https://openalex.org/W2035713052","https://openalex.org/W2058283171","https://openalex.org/W2071965987","https://openalex.org/W2081180236","https://openalex.org/W2087345335","https://openalex.org/W2123328679","https://openalex.org/W2132573196","https://openalex.org/W2134383396","https://openalex.org/W2134816084","https://openalex.org/W2142265837","https://openalex.org/W2145472211","https://openalex.org/W2161981399","https://openalex.org/W2336462875","https://openalex.org/W2339792583","https://openalex.org/W2342856756","https://openalex.org/W2586543833","https://openalex.org/W2604457110","https://openalex.org/W2790881909","https://openalex.org/W4365799951","https://openalex.org/W6600804206"],"related_works":["https://openalex.org/W2148772884","https://openalex.org/W2017514583","https://openalex.org/W2100120615","https://openalex.org/W2165855302","https://openalex.org/W2352648934","https://openalex.org/W1929869830","https://openalex.org/W156190883","https://openalex.org/W2017401491","https://openalex.org/W2387054321","https://openalex.org/W1907430896"],"abstract_inverted_index":{"Lossy":[0],"image":[1,19,47,67,210],"compression":[2,38,54,64,82,130],"has":[3],"been":[4],"gaining":[5],"importance":[6],"in":[7,15,127],"recent":[8],"years":[9],"due":[10],"to":[11,34,184],"the":[12,16,37,43,46,121,175,185,208],"enormous":[13],"increase":[14],"volume":[17],"of":[18,45,51,108,120,129,140],"data":[20],"employed":[21],"for":[22,158,163,171],"Internet":[23],"and":[24,66,94,115,133,149,162],"other":[25],"applications.":[26],"In":[27,76],"a":[28,52,79,106,172],"lossy":[29,53,81],"compression,":[30],"it":[31],"is":[32,56,70,88,102,125,189],"essential":[33],"ensure":[35],"that":[36,170,192],"process":[39],"does":[40],"not":[41],"affect":[42],"quality":[44,68],"adversely.":[48],"The":[49,118,167],"performance":[50,119],"algorithm":[55],"evaluated":[57,126],"based":[58],"on":[59,202,207],"two":[60,109],"conflicting":[61],"parameters,":[62],"namely,":[63,111,142],"ratio":[65,131],"which":[69,90],"usually":[71],"measured":[72],"by":[73,104,199],"PSNR":[74,134,181,194],"values.":[75,166],"this":[77],"paper,":[78],"new":[80],"method":[83,87,124],"denoted":[84],"as":[85],"PE-VQ":[86,123,177],"proposed":[89,122,176],"employs":[91],"prediction":[92,203],"error":[93],"vector":[95],"quantization":[96],"(VQ)":[97],"concepts.":[98],"An":[99],"optimum":[100],"codebook":[101,160],"generated":[103],"using":[105,136],"combination":[107],"algorithms,":[110],"artificial":[112],"bee":[113],"colony":[114],"genetic":[116],"algorithms.":[117,187],"terms":[128],"(CR)":[132],"values":[135,195],"three":[137],"different":[138,159,164],"types":[139],"databases,":[141],"CLEF":[143],"med":[144],"2009,":[145],"Corel":[146],"1":[147],"k":[148],"standard":[150],"images":[151],"(Lena,":[152],"Barbara":[153],"etc.).":[154],"Experiments":[155],"are":[156],"conducted":[157],"sizes":[161],"CR":[165],"results":[168],"show":[169],"given":[173],"CR,":[174],"technique":[178],"yields":[179],"higher":[180,193],"value":[182],"compared":[183],"existing":[186],"It":[188],"also":[190],"shown":[191],"can":[196],"be":[197],"obtained":[198],"applying":[200],"VQ":[201],"errors":[204],"rather":[205],"than":[206],"original":[209],"pixels.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}