A low cost design of rate controlled JPEG-LS near lossless image compression
Identifieur interne : 000465 ( Istex/Corpus ); précédent : 000464; suivant : 000466A low cost design of rate controlled JPEG-LS near lossless image compression
Auteurs : J. Jiang ; C. GrecosSource :
- Image and Vision Computing [ 0262-8856 ] ; 2000.
English descriptors
- KwdEn :
Abstract
JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.
Url:
DOI: 10.1016/S0262-8856(00)00064-0
Links to Exploration step
ISTEX:82A2C6065EB887A48019BFB58A985787AEA82609Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">A low cost design of rate controlled JPEG-LS near lossless image compression</title><author><name sortKey="Jiang, J" sort="Jiang, J" uniqKey="Jiang J" first="J." last="Jiang">J. Jiang</name><affiliation><mods:affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</mods:affiliation></affiliation></author><author><name sortKey="Grecos, C" sort="Grecos, C" uniqKey="Grecos C" first="C." last="Grecos">C. Grecos</name><affiliation><mods:affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</mods:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:82A2C6065EB887A48019BFB58A985787AEA82609</idno><date when="2001" year="2001">2001</date><idno type="doi">10.1016/S0262-8856(00)00064-0</idno><idno type="url">https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000465</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">A low cost design of rate controlled JPEG-LS near lossless image compression</title><author><name sortKey="Jiang, J" sort="Jiang, J" uniqKey="Jiang J" first="J." last="Jiang">J. Jiang</name><affiliation><mods:affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</mods:affiliation></affiliation></author><author><name sortKey="Grecos, C" sort="Grecos, C" uniqKey="Grecos C" first="C." last="Grecos">C. Grecos</name><affiliation><mods:affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</mods:affiliation></affiliation></author></analytic><monogr></monogr><series><title level="j">Image and Vision Computing</title><title level="j" type="abbrev">IMAVIS</title><idno type="ISSN">0262-8856</idno><imprint><publisher>ELSEVIER</publisher><date type="published" when="2000">2000</date><biblScope unit="volume">19</biblScope><biblScope unit="issue">3</biblScope><biblScope unit="page" from="153">153</biblScope><biblScope unit="page" to="164">164</biblScope></imprint><idno type="ISSN">0262-8856</idno></series><idno type="istex">82A2C6065EB887A48019BFB58A985787AEA82609</idno><idno type="DOI">10.1016/S0262-8856(00)00064-0</idno><idno type="PII">S0262-8856(00)00064-0</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0262-8856</idno></seriesStmt></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Image compression</term><term>JPEG standards</term><term>Rate-control</term></keywords></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.</div></front></TEI><istex><corpusName>elsevier</corpusName><author><json:item><name>J. Jiang</name><affiliations><json:string>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</json:string></affiliations></json:item><json:item><name>C. Grecos</name><affiliations><json:string>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</json:string></affiliations></json:item></author><subject><json:item><lang><json:string>eng</json:string></lang><value>Image compression</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>Rate-control</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>JPEG standards</value></json:item></subject><language><json:string>eng</json:string></language><abstract>JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.</abstract><qualityIndicators><score>7.292</score><pdfVersion>1.2</pdfVersion><pdfPageSize>595 x 794 pts</pdfPageSize><refBibsNative>true</refBibsNative><keywordCount>3</keywordCount><abstractCharCount>1317</abstractCharCount><pdfWordCount>6216</pdfWordCount><pdfCharCount>37019</pdfCharCount><pdfPageCount>12</pdfPageCount><abstractWordCount>191</abstractWordCount></qualityIndicators><title>A low cost design of rate controlled JPEG-LS near lossless image compression</title><pii><json:string>S0262-8856(00)00064-0</json:string></pii><genre><json:string>research-article</json:string></genre><host><volume>19</volume><pii><json:string>S0262-8856(00)X0070-4</json:string></pii><pages><last>164</last><first>153</first></pages><issn><json:string>0262-8856</json:string></issn><issue>3</issue><genre><json:string>Journal</json:string></genre><language><json:string>unknown</json:string></language><title>Image and Vision Computing</title><publicationDate>2001</publicationDate></host><categories><wos><json:string>COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE</json:string><json:string>COMPUTER SCIENCE, SOFTWARE ENGINEERING</json:string><json:string>COMPUTER SCIENCE, THEORY & METHODS</json:string><json:string>ENGINEERING, ELECTRICAL & ELECTRONIC</json:string><json:string>OPTICS</json:string></wos></categories><publicationDate>2000</publicationDate><copyrightDate>2001</copyrightDate><doi><json:string>10.1016/S0262-8856(00)00064-0</json:string></doi><id>82A2C6065EB887A48019BFB58A985787AEA82609</id><fulltext><json:item><original>true</original><mimetype>application/pdf</mimetype><extension>pdf</extension><uri>https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/fulltext/pdf</uri></json:item><json:item><original>true</original><mimetype>text/plain</mimetype><extension>txt</extension><uri>https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/fulltext/txt</uri></json:item><json:item><original>false</original><mimetype>application/zip</mimetype><extension>zip</extension><uri>https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/fulltext/zip</uri></json:item><istex:fulltextTEI uri="https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/fulltext/tei"><teiHeader><fileDesc><titleStmt><title level="a" type="main" xml:lang="en">A low cost design of rate controlled JPEG-LS near lossless image compression</title></titleStmt><publicationStmt><authority>ISTEX</authority><publisher>ELSEVIER</publisher><availability><p>ELSEVIER</p></availability><date>2001</date></publicationStmt><notesStmt><note type="content">Fig. 1: JPEG-LS predictive pattern.</note><note type="content">Fig. 2: Line fitting prediction with two points (d=3).</note><note type="content">Fig. 3: Initial state of parameters.</note><note type="content">Fig. 4: Algorithm flow chart.</note><note type="content">Fig. 5: An example of rate control for the sequence: I, I, D, D, D, D, I, I, I.</note><note type="content">Fig. 6: Rate control with delayed action for parameter L.</note><note type="content">Fig. 7: Visual comparison of test8 between JPEG-LS and the proposed rate-controlled JPEG-LS.</note><note type="content">Table 1: Phase-1 rate control experimental results (initial L, M, H=1, 8, 9, respectively)</note><note type="content">Table 2: Visual perception quality rating test results</note><note type="content">Table 3: Phase-2 rate control experimental results</note></notesStmt><sourceDesc><biblStruct type="inbook"><analytic><title level="a" type="main" xml:lang="en">A low cost design of rate controlled JPEG-LS near lossless image compression</title><author><persName><forename type="first">J.</forename><surname>Jiang</surname></persName><affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</affiliation></author><author><persName><forename type="first">C.</forename><surname>Grecos</surname></persName><note type="correspondence"><p>Corresponding author. Tel.: +44-1143-483291; fax: +44-1443-482715</p></note><affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</affiliation></author></analytic><monogr><title level="j">Image and Vision Computing</title><title level="j" type="abbrev">IMAVIS</title><idno type="pISSN">0262-8856</idno><idno type="PII">S0262-8856(00)X0070-4</idno><imprint><publisher>ELSEVIER</publisher><date type="published" when="2000"></date><biblScope unit="volume">19</biblScope><biblScope unit="issue">3</biblScope><biblScope unit="page" from="153">153</biblScope><biblScope unit="page" to="164">164</biblScope></imprint></monogr><idno type="istex">82A2C6065EB887A48019BFB58A985787AEA82609</idno><idno type="DOI">10.1016/S0262-8856(00)00064-0</idno><idno type="PII">S0262-8856(00)00064-0</idno></biblStruct></sourceDesc></fileDesc><profileDesc><creation><date>2001</date></creation><langUsage><language ident="en">en</language></langUsage><abstract xml:lang="en"><p>JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.</p></abstract><textClass xml:lang="en"><keywords scheme="keyword"><list><head>Keywords</head><item><term>Image compression</term></item><item><term>Rate-control</term></item><item><term>JPEG standards</term></item></list></keywords></textClass></profileDesc><revisionDesc><change when="2000-07-27">Registration</change><change when="2000-07-25">Modified</change><change when="2000">Published</change></revisionDesc></teiHeader></istex:fulltextTEI></fulltext><metadata><istex:metadataXml wicri:clean="Elsevier, elements deleted: ce:floats; body; tail"><istex:xmlDeclaration>version="1.0" encoding="utf-8"</istex:xmlDeclaration><istex:docType PUBLIC="-//ES//DTD journal article DTD version 4.5.2//EN//XML" URI="art452.dtd" name="istex:docType"><istex:entity SYSTEM="gr1" NDATA="IMAGE" name="gr1"></istex:entity><istex:entity SYSTEM="gr2" NDATA="IMAGE" name="gr2"></istex:entity><istex:entity SYSTEM="gr3" NDATA="IMAGE" name="gr3"></istex:entity><istex:entity SYSTEM="gr4" NDATA="IMAGE" name="gr4"></istex:entity><istex:entity SYSTEM="gr5" NDATA="IMAGE" name="gr5"></istex:entity><istex:entity SYSTEM="gr6" NDATA="IMAGE" name="gr6"></istex:entity><istex:entity SYSTEM="gr7a" NDATA="IMAGE" name="gr7a"></istex:entity><istex:entity SYSTEM="gr7f" NDATA="IMAGE" name="gr7f"></istex:entity></istex:docType><istex:document><converted-article version="4.5.2" docsubtype="fla" xml:lang="en"><item-info><jid>IMAVIS</jid><aid>1750</aid><ce:pii>S0262-8856(00)00064-0</ce:pii><ce:doi>10.1016/S0262-8856(00)00064-0</ce:doi><ce:copyright type="full-transfer" year="2001">Elsevier Science B.V.</ce:copyright></item-info><head><ce:title>A low cost design of rate controlled JPEG-LS near lossless image compression</ce:title><ce:author-group><ce:author><ce:given-name>J.</ce:given-name><ce:surname>Jiang</ce:surname></ce:author><ce:author><ce:given-name>C.</ce:given-name><ce:surname>Grecos</ce:surname><ce:cross-ref refid="CORR1">*</ce:cross-ref></ce:author><ce:affiliation><ce:textfn>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</ce:textfn></ce:affiliation><ce:correspondence id="CORR1"><ce:label>*</ce:label><ce:text>Corresponding author. Tel.: +44-1143-483291; fax: +44-1443-482715</ce:text></ce:correspondence></ce:author-group><ce:date-received day="22" month="7" year="1999"></ce:date-received><ce:date-revised day="25" month="7" year="2000"></ce:date-revised><ce:date-accepted day="27" month="7" year="2000"></ce:date-accepted><ce:abstract><ce:section-title>Abstract</ce:section-title><ce:abstract-sec><ce:simple-para>JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.</ce:simple-para></ce:abstract-sec></ce:abstract><ce:keywords class="keyword" xml:lang="en"><ce:section-title>Keywords</ce:section-title><ce:keyword><ce:text>Image compression</ce:text></ce:keyword><ce:keyword><ce:text>Rate-control</ce:text></ce:keyword><ce:keyword><ce:text>JPEG standards</ce:text></ce:keyword></ce:keywords></head></converted-article></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>A low cost design of rate controlled JPEG-LS near lossless image compression</title></titleInfo><titleInfo type="alternative" lang="en" contentType="CDATA"><title>A low cost design of rate controlled JPEG-LS near lossless image compression</title></titleInfo><name type="personal"><namePart type="given">J.</namePart><namePart type="family">Jiang</namePart><affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">C.</namePart><namePart type="family">Grecos</namePart><affiliation>School of Computing, University of Glamorgan, Pontypridd, Mid Glamorgan, Wales CF37 1DL, UK</affiliation><description>Corresponding author. Tel.: +44-1143-483291; fax: +44-1443-482715</description><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="research-article" displayLabel="Full-length article"></genre><originInfo><publisher>ELSEVIER</publisher><dateIssued encoding="w3cdtf">2000</dateIssued><dateValid encoding="w3cdtf">2000-07-27</dateValid><dateModified encoding="w3cdtf">2000-07-25</dateModified><copyrightDate encoding="w3cdtf">2001</copyrightDate></originInfo><language><languageTerm type="code" authority="iso639-2b">eng</languageTerm><languageTerm type="code" authority="rfc3066">en</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract lang="en">JPEG-LS is the latest JPEG international standard for lossless and near-lossless image compression, featuring in low cost, low complexity with competitive compression performance, which can be expected to have significant impact upon the imaging industry, especially in relation to image compression technology. To this end, we propose a low cost and low complexity rate control algorithm to provide a useful potential for further extended application of this new standard. Specifically, the non-linear prediction adopted by JPEG-LS is further exploited to indicate: (i) the compressibility of each local region inside the input image; (ii) the distortion tolerance according to human visual perception. The objective of our algorithm is to maintain a constant or similar compression ratio (bit-rate) by introducing more information loss for those regions difficult to compress and less information loss for those regions easy to compress. In addition, the information loss is distributed according to the distortion tolerance and thus the highest possible quality can be achieved for the reconstructed images. Extensive experiments reveal that the proposed rate control algorithm is effective, efficient and competitive in terms of quality measurements, when the non-rate controlled JPEG-LS is used as our benchmark.</abstract><note type="content">Fig. 1: JPEG-LS predictive pattern.</note><note type="content">Fig. 2: Line fitting prediction with two points (d=3).</note><note type="content">Fig. 3: Initial state of parameters.</note><note type="content">Fig. 4: Algorithm flow chart.</note><note type="content">Fig. 5: An example of rate control for the sequence: I, I, D, D, D, D, I, I, I.</note><note type="content">Fig. 6: Rate control with delayed action for parameter L.</note><note type="content">Fig. 7: Visual comparison of test8 between JPEG-LS and the proposed rate-controlled JPEG-LS.</note><note type="content">Table 1: Phase-1 rate control experimental results (initial L, M, H=1, 8, 9, respectively)</note><note type="content">Table 2: Visual perception quality rating test results</note><note type="content">Table 3: Phase-2 rate control experimental results</note><subject lang="en"><genre>Keywords</genre><topic>Image compression</topic><topic>Rate-control</topic><topic>JPEG standards</topic></subject><relatedItem type="host"><titleInfo><title>Image and Vision Computing</title></titleInfo><titleInfo type="abbreviated"><title>IMAVIS</title></titleInfo><genre type="Journal">journal</genre><originInfo><dateIssued encoding="w3cdtf">200102</dateIssued></originInfo><identifier type="ISSN">0262-8856</identifier><identifier type="PII">S0262-8856(00)X0070-4</identifier><part><date>200102</date><detail type="volume"><number>19</number><caption>vol.</caption></detail><detail type="issue"><number>3</number><caption>no.</caption></detail><extent unit="issue pages"><start>99</start><end>176</end></extent><extent unit="pages"><start>153</start><end>164</end></extent></part></relatedItem><identifier type="istex">82A2C6065EB887A48019BFB58A985787AEA82609</identifier><identifier type="DOI">10.1016/S0262-8856(00)00064-0</identifier><identifier type="PII">S0262-8856(00)00064-0</identifier><accessCondition type="use and reproduction" contentType="">© 2001Elsevier Science B.V.</accessCondition><recordInfo><recordContentSource>ELSEVIER</recordContentSource><recordOrigin>Elsevier Science B.V., ©2001</recordOrigin></recordInfo></mods></metadata><enrichments><istex:catWosTEI uri="https://api.istex.fr/document/82A2C6065EB887A48019BFB58A985787AEA82609/enrichments/catWos"><teiHeader><profileDesc><textClass><classCode scheme="WOS">COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE</classCode><classCode scheme="WOS">COMPUTER SCIENCE, SOFTWARE ENGINEERING</classCode><classCode scheme="WOS">COMPUTER SCIENCE, THEORY & METHODS</classCode><classCode scheme="WOS">ENGINEERING, ELECTRICAL & ELECTRONIC</classCode><classCode scheme="WOS">OPTICS</classCode></textClass></profileDesc></teiHeader></istex:catWosTEI></enrichments><serie></serie></istex></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/OcrV1/Data/Istex/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000465 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Istex/Corpus/biblio.hfd -nk 000465 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= OcrV1
|flux= Istex
|étape= Corpus
|type= RBID
|clé= ISTEX:82A2C6065EB887A48019BFB58A985787AEA82609
|texte= A low cost design of rate controlled JPEG-LS near lossless image compression
}}
| This area was generated with Dilib version V0.6.32. |  |