Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform
Identifieur interne : 001923 ( Istex/Corpus ); précédent : 001922; suivant : 001924Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform
Auteurs : Jung-Hyun Kim ; Yong-Wan Roh ; Jeong-Hoon Shin ; Kwang-Seok HongSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2006.
Abstract
Abstract: In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.
Url:
DOI: 10.1007/11676935_16
Links to Exploration step
ISTEX:54CCBA2270548C411A3F087DF7606AD2E76769A1Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct:series"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
<author><name sortKey="Kim, Jung Hyun" sort="Kim, Jung Hyun" uniqKey="Kim J" first="Jung-Hyun" last="Kim">Jung-Hyun Kim</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: kjh0328@skku.edu</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Roh, Yong Wan" sort="Roh, Yong Wan" uniqKey="Roh Y" first="Yong-Wan" last="Roh">Yong-Wan Roh</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: elec1004@skku.edu</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Shin, Jeong Hoon" sort="Shin, Jeong Hoon" uniqKey="Shin J" first="Jeong-Hoon" last="Shin">Jeong-Hoon Shin</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: only4you@chol.com</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Hong, Kwang Seok" sort="Hong, Kwang Seok" uniqKey="Hong K" first="Kwang-Seok" last="Hong">Kwang-Seok Hong</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: kshong@skku.ac.kr</mods:affiliation>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">ISTEX</idno>
<idno type="RBID">ISTEX:54CCBA2270548C411A3F087DF7606AD2E76769A1</idno>
<date when="2006" year="2006">2006</date>
<idno type="doi">10.1007/11676935_16</idno>
<idno type="url">https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/fulltext/pdf</idno>
<idno type="wicri:Area/Istex/Corpus">001923</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
<author><name sortKey="Kim, Jung Hyun" sort="Kim, Jung Hyun" uniqKey="Kim J" first="Jung-Hyun" last="Kim">Jung-Hyun Kim</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: kjh0328@skku.edu</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Roh, Yong Wan" sort="Roh, Yong Wan" uniqKey="Roh Y" first="Yong-Wan" last="Roh">Yong-Wan Roh</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: elec1004@skku.edu</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Shin, Jeong Hoon" sort="Shin, Jeong Hoon" uniqKey="Shin J" first="Jeong-Hoon" last="Shin">Jeong-Hoon Shin</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: only4you@chol.com</mods:affiliation>
</affiliation>
</author>
<author><name sortKey="Hong, Kwang Seok" sort="Hong, Kwang Seok" uniqKey="Hong K" first="Kwang-Seok" last="Hong">Kwang-Seok Hong</name>
<affiliation><mods:affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</mods:affiliation>
</affiliation>
<affiliation><mods:affiliation>E-mail: kshong@skku.ac.kr</mods:affiliation>
</affiliation>
</author>
</analytic>
<monogr></monogr>
<series><title level="s">Lecture Notes in Computer Science</title>
<imprint><date>2006</date>
</imprint>
<idno type="ISSN">0302-9743</idno>
<idno type="eISSN">1611-3349</idno>
<idno type="ISSN">0302-9743</idno>
</series>
<idno type="istex">54CCBA2270548C411A3F087DF7606AD2E76769A1</idno>
<idno type="DOI">10.1007/11676935_16</idno>
<idno type="ChapterID">16</idno>
<idno type="ChapterID">Chap16</idno>
</biblStruct>
</sourceDesc>
<seriesStmt><idno type="ISSN">0302-9743</idno>
</seriesStmt>
</fileDesc>
<profileDesc><textClass></textClass>
<langUsage><language ident="en">en</language>
</langUsage>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en">Abstract: In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.</div>
</front>
</TEI>
<istex><corpusName>springer</corpusName>
<author><json:item><name>Jung-Hyun Kim</name>
<affiliations><json:string>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</json:string>
<json:string>E-mail: kjh0328@skku.edu</json:string>
</affiliations>
</json:item>
<json:item><name>Yong-Wan Roh</name>
<affiliations><json:string>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</json:string>
<json:string>E-mail: elec1004@skku.edu</json:string>
</affiliations>
</json:item>
<json:item><name>Jeong-Hoon Shin</name>
<affiliations><json:string>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</json:string>
<json:string>E-mail: only4you@chol.com</json:string>
</affiliations>
</json:item>
<json:item><name>Kwang-Seok Hong</name>
<affiliations><json:string>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</json:string>
<json:string>E-mail: kshong@skku.ac.kr</json:string>
</affiliations>
</json:item>
</author>
<language><json:string>eng</json:string>
</language>
<abstract>Abstract: In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.</abstract>
<qualityIndicators><score>4.506</score>
<pdfVersion>1.3</pdfVersion>
<pdfPageSize>430 x 660 pts</pdfPageSize>
<refBibsNative>false</refBibsNative>
<keywordCount>0</keywordCount>
<abstractCharCount>1025</abstractCharCount>
<pdfWordCount>2802</pdfWordCount>
<pdfCharCount>16504</pdfCharCount>
<pdfPageCount>10</pdfPageCount>
<abstractWordCount>142</abstractWordCount>
</qualityIndicators>
<title>Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
<genre.original><json:string>OriginalPaper</json:string>
</genre.original>
<chapterId><json:string>16</json:string>
<json:string>Chap16</json:string>
</chapterId>
<genre><json:string>conference [eBooks]</json:string>
</genre>
<serie><editor><json:item><name>David Hutchison</name>
<affiliations><json:string>Lancaster University, UK</json:string>
</affiliations>
</json:item>
<json:item><name>Takeo Kanade</name>
<affiliations><json:string>Carnegie Mellon University, Pittsburgh, PA, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Josef Kittler</name>
<affiliations><json:string>University of Surrey, Guildford, UK</json:string>
</affiliations>
</json:item>
<json:item><name>Jon M. Kleinberg</name>
<affiliations><json:string>Cornell University, Ithaca, NY, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Friedemann Mattern</name>
<affiliations><json:string>ETH Zurich, Switzerland</json:string>
</affiliations>
</json:item>
<json:item><name>John C. Mitchell</name>
<affiliations><json:string>Stanford University, CA, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Moni Naor</name>
<affiliations><json:string>Weizmann Institute of Science, Rehovot, Israel</json:string>
</affiliations>
</json:item>
<json:item><name>Oscar Nierstrasz</name>
<affiliations><json:string>University of Bern, Switzerland</json:string>
</affiliations>
</json:item>
<json:item><name>C. Pandu Rangan</name>
<affiliations><json:string>Indian Institute of Technology, Madras, India</json:string>
</affiliations>
</json:item>
<json:item><name>Bernhard Steffen</name>
<affiliations><json:string>University of Dortmund, Germany</json:string>
</affiliations>
</json:item>
<json:item><name>Madhu Sudan</name>
<affiliations><json:string>Massachusetts Institute of Technology, MA, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Demetri Terzopoulos</name>
<affiliations><json:string>New York University, NY, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Dough Tygar</name>
<affiliations><json:string>University of California, Berkeley, CA, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Moshe Y. Vardi</name>
<affiliations><json:string>Rice University, Houston, TX, USA</json:string>
</affiliations>
</json:item>
<json:item><name>Gerhard Weikum</name>
<affiliations><json:string>Max-Planck Institute of Computer Science, Saarbruecken, Germany</json:string>
</affiliations>
</json:item>
</editor>
<issn><json:string>0302-9743</json:string>
</issn>
<language><json:string>unknown</json:string>
</language>
<eissn><json:string>1611-3349</json:string>
</eissn>
<title>Lecture Notes in Computer Science</title>
<copyrightDate>2006</copyrightDate>
</serie>
<host><editor><json:item><name>Isabelle Bloch</name>
<affiliations><json:string>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech), Paris, France</json:string>
<json:string>E-mail: Isabelle.Bloch@enst.fr</json:string>
</affiliations>
</json:item>
<json:item><name>Alfredo Petrosino</name>
<affiliations><json:string>Centro Direzionale, DSA, University of Naples, Parthenope, Isola C/4, 80143, Naples, Italy</json:string>
<json:string>E-mail: alfredo.petrosino@uniparthenope.it</json:string>
</affiliations>
</json:item>
<json:item><name>Andrea G. B. Tettamanzi</name>
<affiliations><json:string>Dipartimento di Tecnologie dell’Informazione, Università di Milano Crema,</json:string>
<json:string>E-mail: tettamanzi@dti.unimi.it</json:string>
</affiliations>
</json:item>
</editor>
<subject><json:item><value>Computer Science</value>
</json:item>
<json:item><value>Computer Science</value>
</json:item>
<json:item><value>Artificial Intelligence (incl. Robotics)</value>
</json:item>
<json:item><value>Mathematical Logic and Formal Languages</value>
</json:item>
<json:item><value>Computation by Abstract Devices</value>
</json:item>
<json:item><value>Information Storage and Retrieval</value>
</json:item>
<json:item><value>Database Management</value>
</json:item>
<json:item><value>Image Processing and Computer Vision</value>
</json:item>
</subject>
<isbn><json:string>978-3-540-32529-1</json:string>
</isbn>
<language><json:string>unknown</json:string>
</language>
<eissn><json:string>1611-3349</json:string>
</eissn>
<title>Fuzzy Logic and Applications</title>
<genre.original><json:string>Proceedings</json:string>
</genre.original>
<bookId><json:string>978-3-540-32530-7</json:string>
</bookId>
<volume>3849</volume>
<pages><last>138</last>
<first>129</first>
</pages>
<issn><json:string>0302-9743</json:string>
</issn>
<genre><json:string>Book Series</json:string>
</genre>
<eisbn><json:string>978-3-540-32530-7</json:string>
</eisbn>
<copyrightDate>2006</copyrightDate>
<doi><json:string>10.1007/11676935</json:string>
</doi>
</host>
<publicationDate>2006</publicationDate>
<copyrightDate>2006</copyrightDate>
<doi><json:string>10.1007/11676935_16</json:string>
</doi>
<id>54CCBA2270548C411A3F087DF7606AD2E76769A1</id>
<score>1</score>
<fulltext><json:item><original>true</original>
<mimetype>application/pdf</mimetype>
<extension>pdf</extension>
<uri>https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/fulltext/pdf</uri>
</json:item>
<json:item><original>false</original>
<mimetype>application/zip</mimetype>
<extension>zip</extension>
<uri>https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/fulltext/zip</uri>
</json:item>
<istex:fulltextTEI uri="https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/fulltext/tei"><teiHeader><fileDesc><titleStmt><title level="a" type="main" xml:lang="en">Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
<respStmt xml:id="ISTEX-API" resp="Références bibliographiques récupérées via GROBID" name="ISTEX-API (INIST-CNRS)"></respStmt>
</titleStmt>
<publicationStmt><authority>ISTEX</authority>
<publisher>Springer Berlin Heidelberg</publisher>
<pubPlace>Berlin, Heidelberg</pubPlace>
<availability><p>SPRINGER</p>
</availability>
<date>2006</date>
</publicationStmt>
<sourceDesc><biblStruct type="inbook"><analytic><title level="a" type="main" xml:lang="en">Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
<author><persName><forename type="first">Jung-Hyun</forename>
<surname>Kim</surname>
</persName>
<email>kjh0328@skku.edu</email>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
</author>
<author><persName><forename type="first">Yong-Wan</forename>
<surname>Roh</surname>
</persName>
<email>elec1004@skku.edu</email>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
</author>
<author><persName><forename type="first">Jeong-Hoon</forename>
<surname>Shin</surname>
</persName>
<email>only4you@chol.com</email>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
</author>
<author><persName><forename type="first">Kwang-Seok</forename>
<surname>Hong</surname>
</persName>
<email>kshong@skku.ac.kr</email>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
</author>
</analytic>
<monogr><title level="m">Fuzzy Logic and Applications</title>
<title level="m" type="sub">6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers</title>
<idno type="pISBN">978-3-540-32529-1</idno>
<idno type="eISBN">978-3-540-32530-7</idno>
<idno type="pISSN">0302-9743</idno>
<idno type="eISSN">1611-3349</idno>
<idno type="DOI">10.1007/11676935</idno>
<idno type="BookID">978-3-540-32530-7</idno>
<idno type="BookTitleID">133680</idno>
<idno type="BookSequenceNumber">3849</idno>
<idno type="BookVolumeNumber">3849</idno>
<idno type="BookChapterCount">53</idno>
<editor><persName><forename type="first">Isabelle</forename>
<surname>Bloch</surname>
</persName>
<email>Isabelle.Bloch@enst.fr</email>
<affiliation>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech), Paris, France</affiliation>
</editor>
<editor><persName><forename type="first">Alfredo</forename>
<surname>Petrosino</surname>
</persName>
<email>alfredo.petrosino@uniparthenope.it</email>
<affiliation>Centro Direzionale, DSA, University of Naples, Parthenope, Isola C/4, 80143, Naples, Italy</affiliation>
</editor>
<editor><persName><forename type="first">Andrea</forename>
<forename type="first">G.</forename>
<forename type="first">B.</forename>
<surname>Tettamanzi</surname>
</persName>
<email>tettamanzi@dti.unimi.it</email>
<affiliation>Dipartimento di Tecnologie dell’Informazione, Università di Milano Crema,</affiliation>
</editor>
<imprint><publisher>Springer Berlin Heidelberg</publisher>
<pubPlace>Berlin, Heidelberg</pubPlace>
<date type="published" when="2006"></date>
<biblScope unit="volume">3849</biblScope>
<biblScope unit="page" from="129">129</biblScope>
<biblScope unit="page" to="138">138</biblScope>
</imprint>
</monogr>
<series><title level="s">Lecture Notes in Computer Science</title>
<editor><persName><forename type="first">David</forename>
<surname>Hutchison</surname>
</persName>
<affiliation>Lancaster University, UK</affiliation>
</editor>
<editor><persName><forename type="first">Takeo</forename>
<surname>Kanade</surname>
</persName>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Josef</forename>
<surname>Kittler</surname>
</persName>
<affiliation>University of Surrey, Guildford, UK</affiliation>
</editor>
<editor><persName><forename type="first">Jon</forename>
<forename type="first">M.</forename>
<surname>Kleinberg</surname>
</persName>
<affiliation>Cornell University, Ithaca, NY, USA</affiliation>
</editor>
<editor><persName><forename type="first">Friedemann</forename>
<surname>Mattern</surname>
</persName>
<affiliation>ETH Zurich, Switzerland</affiliation>
</editor>
<editor><persName><forename type="first">John</forename>
<forename type="first">C.</forename>
<surname>Mitchell</surname>
</persName>
<affiliation>Stanford University, CA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Moni</forename>
<surname>Naor</surname>
</persName>
<affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation>
</editor>
<editor><persName><forename type="first">Oscar</forename>
<surname>Nierstrasz</surname>
</persName>
<affiliation>University of Bern, Switzerland</affiliation>
</editor>
<editor><persName><forename type="first">C.</forename>
<surname>Pandu Rangan</surname>
</persName>
<affiliation>Indian Institute of Technology, Madras, India</affiliation>
</editor>
<editor><persName><forename type="first">Bernhard</forename>
<surname>Steffen</surname>
</persName>
<affiliation>University of Dortmund, Germany</affiliation>
</editor>
<editor><persName><forename type="first">Madhu</forename>
<surname>Sudan</surname>
</persName>
<affiliation>Massachusetts Institute of Technology, MA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Demetri</forename>
<surname>Terzopoulos</surname>
</persName>
<affiliation>New York University, NY, USA</affiliation>
</editor>
<editor><persName><forename type="first">Dough</forename>
<surname>Tygar</surname>
</persName>
<affiliation>University of California, Berkeley, CA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Moshe</forename>
<forename type="first">Y.</forename>
<surname>Vardi</surname>
</persName>
<affiliation>Rice University, Houston, TX, USA</affiliation>
</editor>
<editor><persName><forename type="first">Gerhard</forename>
<surname>Weikum</surname>
</persName>
<affiliation>Max-Planck Institute of Computer Science, Saarbruecken, Germany</affiliation>
</editor>
<biblScope><date>2006</date>
</biblScope>
<idno type="pISSN">0302-9743</idno>
<idno type="eISSN">1611-3349</idno>
<idno type="seriesId">558</idno>
</series>
<series><title level="s">Lecture Notes in Artificial Intelligence</title>
<editor><persName><forename type="first">David</forename>
<surname>Hutchison</surname>
</persName>
<affiliation>Lancaster University, UK</affiliation>
</editor>
<editor><persName><forename type="first">Takeo</forename>
<surname>Kanade</surname>
</persName>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Josef</forename>
<surname>Kittler</surname>
</persName>
<affiliation>University of Surrey, Guildford, UK</affiliation>
</editor>
<editor><persName><forename type="first">Jon</forename>
<forename type="first">M.</forename>
<surname>Kleinberg</surname>
</persName>
<affiliation>Cornell University, Ithaca, NY, USA</affiliation>
</editor>
<editor><persName><forename type="first">Friedemann</forename>
<surname>Mattern</surname>
</persName>
<affiliation>ETH Zurich, Switzerland</affiliation>
</editor>
<editor><persName><forename type="first">John</forename>
<forename type="first">C.</forename>
<surname>Mitchell</surname>
</persName>
<affiliation>Stanford University, CA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Moni</forename>
<surname>Naor</surname>
</persName>
<affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation>
</editor>
<editor><persName><forename type="first">Oscar</forename>
<surname>Nierstrasz</surname>
</persName>
<affiliation>University of Bern, Switzerland</affiliation>
</editor>
<editor><persName><forename type="first">C.</forename>
<surname>Pandu Rangan</surname>
</persName>
<affiliation>Indian Institute of Technology, Madras, India</affiliation>
</editor>
<editor><persName><forename type="first">Bernhard</forename>
<surname>Steffen</surname>
</persName>
<affiliation>University of Dortmund, Germany</affiliation>
</editor>
<editor><persName><forename type="first">Madhu</forename>
<surname>Sudan</surname>
</persName>
<affiliation>Massachusetts Institute of Technology, MA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Demetri</forename>
<surname>Terzopoulos</surname>
</persName>
<affiliation>New York University, NY, USA</affiliation>
</editor>
<editor><persName><forename type="first">Dough</forename>
<surname>Tygar</surname>
</persName>
<affiliation>University of California, Berkeley, CA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Moshe</forename>
<forename type="first">Y.</forename>
<surname>Vardi</surname>
</persName>
<affiliation>Rice University, Houston, TX, USA</affiliation>
</editor>
<editor><persName><forename type="first">Gerhard</forename>
<surname>Weikum</surname>
</persName>
<affiliation>Max-Planck Institute of Computer Science, Saarbruecken, Germany</affiliation>
</editor>
<editor><persName><forename type="first">Jaime</forename>
<forename type="first">G.</forename>
<surname>Carbonell</surname>
</persName>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
</editor>
<editor><persName><forename type="first">Jörg</forename>
<surname>Siekmann</surname>
</persName>
<affiliation>University of Saarland, Saarbrücken, Germany</affiliation>
</editor>
<editor><persName><forename type="first">Isabelle</forename>
<surname>Bloch</surname>
</persName>
<email>Isabelle.Bloch@enst.fr</email>
<affiliation>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech), Paris, France</affiliation>
</editor>
<editor><persName><forename type="first">Alfredo</forename>
<surname>Petrosino</surname>
</persName>
<email>alfredo.petrosino@uniparthenope.it</email>
<affiliation>Centro Direzionale, DSA, University of Naples, Parthenope, Isola C/4, 80143, Naples, Italy</affiliation>
</editor>
<editor><persName><forename type="first">Andrea</forename>
<forename type="first">G.</forename>
<forename type="first">B.</forename>
<surname>Tettamanzi</surname>
</persName>
<email>tettamanzi@dti.unimi.it</email>
<affiliation>Dipartimento di Tecnologie dell’Informazione, Università di Milano Crema,</affiliation>
</editor>
<idno type="pISSN">0302-9743</idno>
<idno type="eISSN">1611-3349</idno>
<biblScope type="seriesId">1244</biblScope>
</series>
<idno type="istex">54CCBA2270548C411A3F087DF7606AD2E76769A1</idno>
<idno type="DOI">10.1007/11676935_16</idno>
<idno type="ChapterID">16</idno>
<idno type="ChapterID">Chap16</idno>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><creation><date>2006</date>
</creation>
<langUsage><language ident="en">en</language>
</langUsage>
<abstract xml:lang="en"><p>Abstract: In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.</p>
</abstract>
<textClass><keywords scheme="Book Subject Collection"><list><label>SUCO11645</label>
<item><term>Computer Science</term>
</item>
</list>
</keywords>
</textClass>
<textClass><keywords scheme="Book Subject Group"><list><label>I</label>
<label>I21017</label>
<label>I16048</label>
<label>I16013</label>
<label>I18032</label>
<label>I18024</label>
<label>I22021</label>
<item><term>Computer Science</term>
</item>
<item><term>Artificial Intelligence (incl. Robotics)</term>
</item>
<item><term>Mathematical Logic and Formal Languages</term>
</item>
<item><term>Computation by Abstract Devices</term>
</item>
<item><term>Information Storage and Retrieval</term>
</item>
<item><term>Database Management</term>
</item>
<item><term>Image Processing and Computer Vision</term>
</item>
</list>
</keywords>
</textClass>
</profileDesc>
<revisionDesc><change when="2006">Published</change>
<change xml:id="refBibs-istex" who="#ISTEX-API" when="2016-3-20">References added</change>
</revisionDesc>
</teiHeader>
</istex:fulltextTEI>
<json:item><original>false</original>
<mimetype>text/plain</mimetype>
<extension>txt</extension>
<uri>https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/fulltext/txt</uri>
</json:item>
</fulltext>
<metadata><istex:metadataXml wicri:clean="Springer, Publisher found" wicri:toSee="no header"><istex:xmlDeclaration>version="1.0" encoding="UTF-8"</istex:xmlDeclaration>
<istex:docType PUBLIC="-//Springer-Verlag//DTD A++ V2.4//EN" URI="http://devel.springer.de/A++/V2.4/DTD/A++V2.4.dtd" name="istex:docType"></istex:docType>
<istex:document><Publisher><PublisherInfo><PublisherName>Springer Berlin Heidelberg</PublisherName>
<PublisherLocation>Berlin, Heidelberg</PublisherLocation>
</PublisherInfo>
<Series><SeriesInfo TocLevels="0" SeriesType="Series"><SeriesID>558</SeriesID>
<SeriesPrintISSN>0302-9743</SeriesPrintISSN>
<SeriesElectronicISSN>1611-3349</SeriesElectronicISSN>
<SeriesTitle Language="En">Lecture Notes in Computer Science</SeriesTitle>
</SeriesInfo>
<SeriesHeader><EditorGroup><Editor AffiliationIDS="Aff1"><EditorName DisplayOrder="Western"><GivenName>David</GivenName>
<FamilyName>Hutchison</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff2"><EditorName DisplayOrder="Western"><GivenName>Takeo</GivenName>
<FamilyName>Kanade</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff3"><EditorName DisplayOrder="Western"><GivenName>Josef</GivenName>
<FamilyName>Kittler</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff4"><EditorName DisplayOrder="Western"><GivenName>Jon</GivenName>
<GivenName>M.</GivenName>
<FamilyName>Kleinberg</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff5"><EditorName DisplayOrder="Western"><GivenName>Friedemann</GivenName>
<FamilyName>Mattern</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff6"><EditorName DisplayOrder="Western"><GivenName>John</GivenName>
<GivenName>C.</GivenName>
<FamilyName>Mitchell</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff7"><EditorName DisplayOrder="Western"><GivenName>Moni</GivenName>
<FamilyName>Naor</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff8"><EditorName DisplayOrder="Western"><GivenName>Oscar</GivenName>
<FamilyName>Nierstrasz</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff9"><EditorName DisplayOrder="Western"><GivenName>C.</GivenName>
<FamilyName>Pandu Rangan</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff10"><EditorName DisplayOrder="Western"><GivenName>Bernhard</GivenName>
<FamilyName>Steffen</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff11"><EditorName DisplayOrder="Western"><GivenName>Madhu</GivenName>
<FamilyName>Sudan</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff12"><EditorName DisplayOrder="Western"><GivenName>Demetri</GivenName>
<FamilyName>Terzopoulos</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff13"><EditorName DisplayOrder="Western"><GivenName>Dough</GivenName>
<FamilyName>Tygar</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff14"><EditorName DisplayOrder="Western"><GivenName>Moshe</GivenName>
<GivenName>Y.</GivenName>
<FamilyName>Vardi</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff15"><EditorName DisplayOrder="Western"><GivenName>Gerhard</GivenName>
<FamilyName>Weikum</FamilyName>
</EditorName>
</Editor>
<Affiliation ID="Aff1"><OrgName>Lancaster University</OrgName>
<OrgAddress><Country>UK</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff2"><OrgName>Carnegie Mellon University</OrgName>
<OrgAddress><City>Pittsburgh</City>
<State>PA</State>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff3"><OrgName>University of Surrey</OrgName>
<OrgAddress><City>Guildford</City>
<Country>UK</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff4"><OrgName>Cornell University</OrgName>
<OrgAddress><City>Ithaca</City>
<State>NY</State>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff5"><OrgName>ETH Zurich</OrgName>
<OrgAddress><Country>Switzerland</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff6"><OrgName>Stanford University</OrgName>
<OrgAddress><City>CA</City>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff7"><OrgName>Weizmann Institute of Science</OrgName>
<OrgAddress><City>Rehovot</City>
<Country>Israel</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff8"><OrgName>University of Bern</OrgName>
<OrgAddress><Country>Switzerland</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff9"><OrgName>Indian Institute of Technology</OrgName>
<OrgAddress><City>Madras</City>
<Country>India</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff10"><OrgName>University of Dortmund</OrgName>
<OrgAddress><Country>Germany</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff11"><OrgName>Massachusetts Institute of Technology</OrgName>
<OrgAddress><City>MA</City>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff12"><OrgName>New York University</OrgName>
<OrgAddress><City>NY</City>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff13"><OrgName>University of California</OrgName>
<OrgAddress><City>Berkeley</City>
<State>CA</State>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff14"><OrgName>Rice University</OrgName>
<OrgAddress><City>Houston</City>
<State>TX</State>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff15"><OrgName>Max-Planck Institute of Computer Science</OrgName>
<OrgAddress><City>Saarbruecken</City>
<Country>Germany</Country>
</OrgAddress>
</Affiliation>
</EditorGroup>
</SeriesHeader>
<SubSeries><SubSeriesInfo><SubSeriesID>1244</SubSeriesID>
<SubSeriesPrintISSN>0302-9743</SubSeriesPrintISSN>
<SubSeriesElectronicISSN>1611-3349</SubSeriesElectronicISSN>
<SubSeriesTitle Language="En">Lecture Notes in Artificial Intelligence</SubSeriesTitle>
</SubSeriesInfo>
<SubSeriesHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Jaime</GivenName>
<GivenName>G.</GivenName>
<FamilyName>Carbonell</FamilyName>
</EditorName>
</Editor>
<Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Jörg</GivenName>
<FamilyName>Siekmann</FamilyName>
</EditorName>
</Editor>
<Affiliation ID="Aff16"><OrgName>Carnegie Mellon University</OrgName>
<OrgAddress><City>Pittsburgh</City>
<State>PA</State>
<Country>USA</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff17"><OrgName>University of Saarland</OrgName>
<OrgAddress><City>Saarbrücken</City>
<Country>Germany</Country>
</OrgAddress>
</Affiliation>
</EditorGroup>
</SubSeriesHeader>
</SubSeries>
<Book Language="En"><BookInfo Language="En" NumberingStyle="ContentOnly" NumberingDepth="2" OutputMedium="All" TocLevels="0" ContainsESM="No" BookProductType="Proceedings" MediaType="eBook"><BookID>978-3-540-32530-7</BookID>
<BookTitle>Fuzzy Logic and Applications</BookTitle>
<BookSubTitle>6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers</BookSubTitle>
<BookVolumeNumber>3849</BookVolumeNumber>
<BookSequenceNumber>3849</BookSequenceNumber>
<BookDOI>10.1007/11676935</BookDOI>
<BookTitleID>133680</BookTitleID>
<BookPrintISBN>978-3-540-32529-1</BookPrintISBN>
<BookElectronicISBN>978-3-540-32530-7</BookElectronicISBN>
<BookChapterCount>53</BookChapterCount>
<BookCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName>
<CopyrightYear>2006</CopyrightYear>
</BookCopyright>
<BookSubjectGroup><BookSubject Type="Primary" Code="I">Computer Science</BookSubject>
<BookSubject Type="Secondary" Priority="1" Code="I21017">Artificial Intelligence (incl. Robotics)</BookSubject>
<BookSubject Type="Secondary" Priority="2" Code="I16048">Mathematical Logic and Formal Languages</BookSubject>
<BookSubject Type="Secondary" Priority="3" Code="I16013">Computation by Abstract Devices</BookSubject>
<BookSubject Type="Secondary" Priority="4" Code="I18032">Information Storage and Retrieval</BookSubject>
<BookSubject Type="Secondary" Priority="5" Code="I18024">Database Management</BookSubject>
<BookSubject Type="Secondary" Priority="6" Code="I22021">Image Processing and Computer Vision</BookSubject>
<SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection>
</BookSubjectGroup>
<BookContext><SeriesID>558</SeriesID>
<SubSeriesID>1244</SubSeriesID>
</BookContext>
</BookInfo>
<BookHeader><EditorGroup><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>Isabelle</GivenName>
<FamilyName>Bloch</FamilyName>
</EditorName>
<Contact><Email>Isabelle.Bloch@enst.fr</Email>
</Contact>
</Editor>
<Editor AffiliationIDS="Aff19"><EditorName DisplayOrder="Western"><GivenName>Alfredo</GivenName>
<FamilyName>Petrosino</FamilyName>
</EditorName>
<Contact><Email>alfredo.petrosino@uniparthenope.it</Email>
</Contact>
</Editor>
<Editor AffiliationIDS="Aff20"><EditorName DisplayOrder="Western"><GivenName>Andrea</GivenName>
<GivenName>G.</GivenName>
<GivenName>B.</GivenName>
<FamilyName>Tettamanzi</FamilyName>
</EditorName>
<Contact><Email>tettamanzi@dti.unimi.it</Email>
</Contact>
</Editor>
<Affiliation ID="Aff18"><OrgName>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech)</OrgName>
<OrgAddress><City>Paris</City>
<Country>France</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff19"><OrgDivision>Centro Direzionale, DSA</OrgDivision>
<OrgName>University of Naples</OrgName>
<OrgAddress><Street>Parthenope, Isola C/4</Street>
<Postcode>80143</Postcode>
<City>Naples</City>
<Country>Italy</Country>
</OrgAddress>
</Affiliation>
<Affiliation ID="Aff20"><OrgDivision>Dipartimento di Tecnologie dell’Informazione</OrgDivision>
<OrgName>Università di Milano Crema</OrgName>
<OrgAddress><Country> </Country>
</OrgAddress>
</Affiliation>
</EditorGroup>
</BookHeader>
<Part ID="Part4"><PartInfo TocLevels="0"><PartID>4</PartID>
<PartSequenceNumber>4</PartSequenceNumber>
<PartTitle>Pattern Recognition</PartTitle>
<PartChapterCount>4</PartChapterCount>
<PartContext><SeriesID>558</SeriesID>
<BookTitle>Fuzzy Logic and Applications</BookTitle>
</PartContext>
</PartInfo>
<Chapter ID="Chap16" Language="En"><ChapterInfo ChapterType="OriginalPaper" NumberingStyle="ContentOnly" NumberingDepth="2" TocLevels="0" ContainsESM="No"><ChapterID>16</ChapterID>
<ChapterDOI>10.1007/11676935_16</ChapterDOI>
<ChapterSequenceNumber>16</ChapterSequenceNumber>
<ChapterTitle Language="En">Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</ChapterTitle>
<ChapterFirstPage>129</ChapterFirstPage>
<ChapterLastPage>138</ChapterLastPage>
<ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName>
<CopyrightYear>2006</CopyrightYear>
</ChapterCopyright>
<ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant>
<AbstractGrant Grant="OpenAccess"></AbstractGrant>
<BodyPDFGrant Grant="Restricted"></BodyPDFGrant>
<BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant>
<BibliographyGrant Grant="Restricted"></BibliographyGrant>
<ESMGrant Grant="Restricted"></ESMGrant>
</ChapterGrants>
<ChapterContext><SeriesID>558</SeriesID>
<PartID>4</PartID>
<BookID>978-3-540-32530-7</BookID>
<BookTitle>Fuzzy Logic and Applications</BookTitle>
</ChapterContext>
</ChapterInfo>
<ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff21"><AuthorName DisplayOrder="Western"><GivenName>Jung-Hyun</GivenName>
<FamilyName>Kim</FamilyName>
</AuthorName>
<Contact><Email>kjh0328@skku.edu</Email>
<URL>http://hci.skku.ac.kr</URL>
</Contact>
</Author>
<Author AffiliationIDS="Aff21"><AuthorName DisplayOrder="Western"><GivenName>Yong-Wan</GivenName>
<FamilyName>Roh</FamilyName>
</AuthorName>
<Contact><Email>elec1004@skku.edu</Email>
<URL>http://hci.skku.ac.kr</URL>
</Contact>
</Author>
<Author AffiliationIDS="Aff21"><AuthorName DisplayOrder="Western"><GivenName>Jeong-Hoon</GivenName>
<FamilyName>Shin</FamilyName>
</AuthorName>
<Contact><Email>only4you@chol.com</Email>
</Contact>
</Author>
<Author AffiliationIDS="Aff21"><AuthorName DisplayOrder="Western"><GivenName>Kwang-Seok</GivenName>
<FamilyName>Hong</FamilyName>
</AuthorName>
<Contact><Email>kshong@skku.ac.kr</Email>
<URL>http://hci.skku.ac.kr</URL>
</Contact>
</Author>
<Affiliation ID="Aff21"><OrgDivision>School of Information and Communication Engineering</OrgDivision>
<OrgName>Sungkyunkwan University</OrgName>
<OrgAddress><Street>300, Chunchun-dong, Jangan-gu</Street>
<City>Suwon, KyungKi-do</City>
<Postcode>440-746</Postcode>
<Country>Korea</Country>
</OrgAddress>
</Affiliation>
</AuthorGroup>
<Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading>
<Para>In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.</Para>
</Abstract>
</ChapterHeader>
<NoBody></NoBody>
</Chapter>
</Part>
</Book>
</Series>
</Publisher>
</istex:document>
</istex:metadataXml>
<mods version="3.6"><titleInfo lang="en"><title>Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
</titleInfo>
<titleInfo type="alternative" contentType="CDATA" lang="en"><title>Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform</title>
</titleInfo>
<name type="personal"><namePart type="given">Jung-Hyun</namePart>
<namePart type="family">Kim</namePart>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
<affiliation>E-mail: kjh0328@skku.edu</affiliation>
<role><roleTerm type="text">author</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Yong-Wan</namePart>
<namePart type="family">Roh</namePart>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
<affiliation>E-mail: elec1004@skku.edu</affiliation>
<role><roleTerm type="text">author</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jeong-Hoon</namePart>
<namePart type="family">Shin</namePart>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
<affiliation>E-mail: only4you@chol.com</affiliation>
<role><roleTerm type="text">author</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Kwang-Seok</namePart>
<namePart type="family">Hong</namePart>
<affiliation>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do, Korea</affiliation>
<affiliation>E-mail: kshong@skku.ac.kr</affiliation>
<role><roleTerm type="text">author</roleTerm>
</role>
</name>
<typeOfResource>text</typeOfResource>
<genre type="conference [eBooks]" displayLabel="OriginalPaper"></genre>
<originInfo><publisher>Springer Berlin Heidelberg</publisher>
<place><placeTerm type="text">Berlin, Heidelberg</placeTerm>
</place>
<dateIssued encoding="w3cdtf">2006</dateIssued>
<copyrightDate encoding="w3cdtf">2006</copyrightDate>
</originInfo>
<language><languageTerm type="code" authority="rfc3066">en</languageTerm>
<languageTerm type="code" authority="iso639-2b">eng</languageTerm>
</language>
<physicalDescription><internetMediaType>text/html</internetMediaType>
</physicalDescription>
<abstract lang="en">Abstract: In this paper, we implement hand gesture recognition system using fuzzy algorithm and neural network for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and smart gate-notebook computer). Also, we propose most efficient and reasonable hand gesture recognition interface for Post PC through evaluation and analysis of performance about each gesture recognition system. The proposed gesture recognition system consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) Relational Database Management System (hereafter, RDBMS) module to segment significant gestures from input data and 3) 2 each different recognition module: fuzzy max-min and neural network function recognition module to recognize significant gesture of continuous / dynamic gestures. Experimental result shows the average recognition rate of 98.8% in fuzzy max-min module and 96.7% in neural network recognition module about significantly dynamic gestures.</abstract>
<relatedItem type="host"><titleInfo><title>Fuzzy Logic and Applications</title>
<subTitle>6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers</subTitle>
</titleInfo>
<name type="personal"><namePart type="given">Isabelle</namePart>
<namePart type="family">Bloch</namePart>
<affiliation>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech), Paris, France</affiliation>
<affiliation>E-mail: Isabelle.Bloch@enst.fr</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Alfredo</namePart>
<namePart type="family">Petrosino</namePart>
<affiliation>Centro Direzionale, DSA, University of Naples, Parthenope, Isola C/4, 80143, Naples, Italy</affiliation>
<affiliation>E-mail: alfredo.petrosino@uniparthenope.it</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Andrea</namePart>
<namePart type="given">G.</namePart>
<namePart type="given">B.</namePart>
<namePart type="family">Tettamanzi</namePart>
<affiliation>Dipartimento di Tecnologie dell’Informazione, Università di Milano Crema</affiliation>
<affiliation>E-mail: tettamanzi@dti.unimi.it</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<genre type="Book Series" displayLabel="Proceedings"></genre>
<originInfo><copyrightDate encoding="w3cdtf">2006</copyrightDate>
<issuance>monographic</issuance>
</originInfo>
<subject><genre>Book Subject Collection</genre>
<topic authority="SpringerSubjectCodes" authorityURI="SUCO11645">Computer Science</topic>
</subject>
<subject><genre>Book Subject Group</genre>
<topic authority="SpringerSubjectCodes" authorityURI="I">Computer Science</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I21017">Artificial Intelligence (incl. Robotics)</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I16048">Mathematical Logic and Formal Languages</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I16013">Computation by Abstract Devices</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I18032">Information Storage and Retrieval</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I18024">Database Management</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I22021">Image Processing and Computer Vision</topic>
</subject>
<identifier type="DOI">10.1007/11676935</identifier>
<identifier type="ISBN">978-3-540-32529-1</identifier>
<identifier type="eISBN">978-3-540-32530-7</identifier>
<identifier type="ISSN">0302-9743</identifier>
<identifier type="eISSN">1611-3349</identifier>
<identifier type="BookTitleID">133680</identifier>
<identifier type="BookID">978-3-540-32530-7</identifier>
<identifier type="BookChapterCount">53</identifier>
<identifier type="BookVolumeNumber">3849</identifier>
<identifier type="BookSequenceNumber">3849</identifier>
<identifier type="PartChapterCount">4</identifier>
<part><date>2006</date>
<detail type="part"><title>Pattern Recognition</title>
</detail>
<detail type="volume"><number>3849</number>
<caption>vol.</caption>
</detail>
<extent unit="pages"><start>129</start>
<end>138</end>
</extent>
</part>
<recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2006</recordOrigin>
</recordInfo>
</relatedItem>
<relatedItem type="series"><titleInfo><title>Lecture Notes in Computer Science</title>
</titleInfo>
<name type="personal"><namePart type="given">David</namePart>
<namePart type="family">Hutchison</namePart>
<affiliation>Lancaster University, UK</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Takeo</namePart>
<namePart type="family">Kanade</namePart>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Josef</namePart>
<namePart type="family">Kittler</namePart>
<affiliation>University of Surrey, Guildford, UK</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jon</namePart>
<namePart type="given">M.</namePart>
<namePart type="family">Kleinberg</namePart>
<affiliation>Cornell University, Ithaca, NY, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Friedemann</namePart>
<namePart type="family">Mattern</namePart>
<affiliation>ETH Zurich, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">John</namePart>
<namePart type="given">C.</namePart>
<namePart type="family">Mitchell</namePart>
<affiliation>Stanford University, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moni</namePart>
<namePart type="family">Naor</namePart>
<affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Oscar</namePart>
<namePart type="family">Nierstrasz</namePart>
<affiliation>University of Bern, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">C.</namePart>
<namePart type="family">Pandu Rangan</namePart>
<affiliation>Indian Institute of Technology, Madras, India</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Bernhard</namePart>
<namePart type="family">Steffen</namePart>
<affiliation>University of Dortmund, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Madhu</namePart>
<namePart type="family">Sudan</namePart>
<affiliation>Massachusetts Institute of Technology, MA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Demetri</namePart>
<namePart type="family">Terzopoulos</namePart>
<affiliation>New York University, NY, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Dough</namePart>
<namePart type="family">Tygar</namePart>
<affiliation>University of California, Berkeley, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moshe</namePart>
<namePart type="given">Y.</namePart>
<namePart type="family">Vardi</namePart>
<affiliation>Rice University, Houston, TX, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Gerhard</namePart>
<namePart type="family">Weikum</namePart>
<affiliation>Max-Planck Institute of Computer Science, Saarbruecken, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<originInfo><copyrightDate encoding="w3cdtf">2006</copyrightDate>
<issuance>serial</issuance>
</originInfo>
<relatedItem type="constituent"><titleInfo><title>Lecture Notes in Artificial Intelligence</title>
</titleInfo>
<name type="personal"><namePart type="given">David</namePart>
<namePart type="family">Hutchison</namePart>
<affiliation>Lancaster University, UK</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Takeo</namePart>
<namePart type="family">Kanade</namePart>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Josef</namePart>
<namePart type="family">Kittler</namePart>
<affiliation>University of Surrey, Guildford, UK</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jon</namePart>
<namePart type="given">M.</namePart>
<namePart type="family">Kleinberg</namePart>
<affiliation>Cornell University, Ithaca, NY, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Friedemann</namePart>
<namePart type="family">Mattern</namePart>
<affiliation>ETH Zurich, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">John</namePart>
<namePart type="given">C.</namePart>
<namePart type="family">Mitchell</namePart>
<affiliation>Stanford University, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moni</namePart>
<namePart type="family">Naor</namePart>
<affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Oscar</namePart>
<namePart type="family">Nierstrasz</namePart>
<affiliation>University of Bern, Switzerland</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">C.</namePart>
<namePart type="family">Pandu Rangan</namePart>
<affiliation>Indian Institute of Technology, Madras, India</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Bernhard</namePart>
<namePart type="family">Steffen</namePart>
<affiliation>University of Dortmund, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Madhu</namePart>
<namePart type="family">Sudan</namePart>
<affiliation>Massachusetts Institute of Technology, MA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Demetri</namePart>
<namePart type="family">Terzopoulos</namePart>
<affiliation>New York University, NY, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Dough</namePart>
<namePart type="family">Tygar</namePart>
<affiliation>University of California, Berkeley, CA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Moshe</namePart>
<namePart type="given">Y.</namePart>
<namePart type="family">Vardi</namePart>
<affiliation>Rice University, Houston, TX, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Gerhard</namePart>
<namePart type="family">Weikum</namePart>
<affiliation>Max-Planck Institute of Computer Science, Saarbruecken, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jaime</namePart>
<namePart type="given">G.</namePart>
<namePart type="family">Carbonell</namePart>
<affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Jörg</namePart>
<namePart type="family">Siekmann</namePart>
<affiliation>University of Saarland, Saarbrücken, Germany</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Isabelle</namePart>
<namePart type="family">Bloch</namePart>
<affiliation>Dept. TSI, CNRS UMR 5141 LTCI, ENST (Télécom ParisTech), Paris, France</affiliation>
<affiliation>E-mail: Isabelle.Bloch@enst.fr</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Alfredo</namePart>
<namePart type="family">Petrosino</namePart>
<affiliation>Centro Direzionale, DSA, University of Naples, Parthenope, Isola C/4, 80143, Naples, Italy</affiliation>
<affiliation>E-mail: alfredo.petrosino@uniparthenope.it</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Andrea</namePart>
<namePart type="given">G.</namePart>
<namePart type="given">B.</namePart>
<namePart type="family">Tettamanzi</namePart>
<affiliation>Dipartimento di Tecnologie dell’Informazione, Università di Milano Crema</affiliation>
<affiliation>E-mail: tettamanzi@dti.unimi.it</affiliation>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<genre type="Sub-Series"></genre>
<identifier type="ISSN">0302-9743</identifier>
<identifier type="eISSN">1611-3349</identifier>
<identifier type="SubSeriesID">1244</identifier>
</relatedItem>
<identifier type="ISSN">0302-9743</identifier>
<identifier type="eISSN">1611-3349</identifier>
<identifier type="SeriesID">558</identifier>
<recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2006</recordOrigin>
</recordInfo>
</relatedItem>
<identifier type="istex">54CCBA2270548C411A3F087DF7606AD2E76769A1</identifier>
<identifier type="DOI">10.1007/11676935_16</identifier>
<identifier type="ChapterID">16</identifier>
<identifier type="ChapterID">Chap16</identifier>
<accessCondition type="use and reproduction" contentType="copyright">Springer-Verlag Berlin Heidelberg, 2006</accessCondition>
<recordInfo><recordContentSource>SPRINGER</recordContentSource>
<recordOrigin>Springer-Verlag Berlin Heidelberg, 2006</recordOrigin>
</recordInfo>
</mods>
</metadata>
<enrichments><istex:refBibTEI uri="https://api.istex.fr/document/54CCBA2270548C411A3F087DF7606AD2E76769A1/enrichments/refBib"><teiHeader></teiHeader>
<text><front></front>
<body></body>
<back><listBibl><biblStruct xml:id="b0"><monogr><title level="m" type="main">A Dynamic Gesture Recognition System for the Korean Sign Language (KSL)</title>
<author><persName><forename type="first">Jong-Sung</forename>
<surname>Kim</surname>
</persName>
</author>
<author><persName><forename type="first">Won</forename>
<surname>Jang</surname>
</persName>
</author>
<author><persName><forename type="first">Zeungnam</forename>
<surname>Bien</surname>
</persName>
</author>
<imprint><date type="published" when="1996"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b1"><analytic><title level="a" type="main">Humans integrate visual and haptic information in a statistically optimal fashion. Letters to</title>
<author><persName><forename type="first">M</forename>
<surname>Ernst</surname>
</persName>
</author>
<author><persName><forename type="first">M</forename>
<surname>Banks</surname>
</persName>
</author>
</analytic>
<monogr><title level="j">Nature</title>
<imprint><biblScope unit="page">415</biblScope>
<date type="published" when="2002"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b2"><monogr><title level="m" type="main">Korean Standard Sign Language Dictionary, Osung publishing company</title>
<author><persName><forename type="first">Seung-Guk</forename>
<surname>Kim</surname>
</persName>
</author>
<imprint><date type="published" when="1995"></date>
<biblScope unit="page" from="107" to="112"></biblScope>
</imprint>
</monogr>
</biblStruct>
</listBibl>
</back>
</text>
</istex:refBibTEI>
</enrichments>
</istex>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/Istex/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001923 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Istex/Corpus/biblio.hfd -nk 001923 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Ticri/CIDE |area= HapticV1 |flux= Istex |étape= Corpus |type= RBID |clé= ISTEX:54CCBA2270548C411A3F087DF7606AD2E76769A1 |texte= Performance Evaluation of a Hand Gesture Recognition System Using Fuzzy Algorithm and Neural Network for Post PC Platform }}
![]() | This area was generated with Dilib version V0.6.23. | ![]() |