Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC
Identifieur interne : 006599 ( Main/Merge ); précédent : 006598; suivant : 006600Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC
Auteurs : Jung-Hyun Kim [Corée du Sud, États-Unis] ; Dong-Gyu Kim [Corée du Sud, États-Unis] ; Jeong-Hoon Shin [Corée du Sud] ; Sang-Won Lee [Corée du Sud, États-Unis] ; Kwang-Seok Hong [Corée du Sud]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2005.
Abstract
Abstract: In this paper, we implement hand gesture recognition system using union of fuzzy algorithm and Relational Database Management System (hereafter, RDBMS) module for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and note-book computer for smart gate). The learning and recognition model due to the RDBMS is used with input variable of fuzzy algorithm (fuzzy max-min composition), and recognize user’s dynamic gesture through efficient and rational fuzzy reasoning process. The proposed gesture recognition interface consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) RDBMS module to segment significant gestures from inputted data, and 3) fuzzy max-min recognition module to recognize significant gesture of continuous, dynamic gestures and extensity of recognition. Experimental result shows the average recognition rate of 98.2% for significant dynamic gestures.
Url:
DOI: 10.1007/11540007_21
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 004B92
- to stream Istex, to step Curation: 004B92
- to stream Istex, to step Checkpoint: 001F15
Links to Exploration step
ISTEX:9BC9BE5A6FB6FBE0B414F8DF9743FF1B9D0F3846Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct:series"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC</title><author><name sortKey="Kim, Jung Hyun" sort="Kim, Jung Hyun" uniqKey="Kim J" first="Jung-Hyun" last="Kim">Jung-Hyun Kim</name></author><author><name sortKey="Kim, Dong Gyu" sort="Kim, Dong Gyu" uniqKey="Kim D" first="Dong-Gyu" last="Kim">Dong-Gyu Kim</name></author><author><name sortKey="Shin, Jeong Hoon" sort="Shin, Jeong Hoon" uniqKey="Shin J" first="Jeong-Hoon" last="Shin">Jeong-Hoon Shin</name></author><author><name sortKey="Lee, Sang Won" sort="Lee, Sang Won" uniqKey="Lee S" first="Sang-Won" last="Lee">Sang-Won Lee</name></author><author><name sortKey="Hong, Kwang Seok" sort="Hong, Kwang Seok" uniqKey="Hong K" first="Kwang-Seok" last="Hong">Kwang-Seok Hong</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:9BC9BE5A6FB6FBE0B414F8DF9743FF1B9D0F3846</idno><date when="2005" year="2005">2005</date><idno type="doi">10.1007/11540007_21</idno><idno type="url">https://api.istex.fr/document/9BC9BE5A6FB6FBE0B414F8DF9743FF1B9D0F3846/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">004B92</idno><idno type="wicri:Area/Istex/Curation">004B92</idno><idno type="wicri:Area/Istex/Checkpoint">001F15</idno><idno type="wicri:doubleKey">0302-9743:2005:Kim J:hand:gesture:recognition</idno><idno type="wicri:Area/Main/Merge">006599</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC</title><author><name sortKey="Kim, Jung Hyun" sort="Kim, Jung Hyun" uniqKey="Kim J" first="Jung-Hyun" last="Kim">Jung-Hyun Kim</name><affiliation wicri:level="1"><country xml:lang="fr">Corée du Sud</country><wicri:regionArea>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do</wicri:regionArea><wicri:noRegion>KyungKi-do</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></affiliation></author><author><name sortKey="Kim, Dong Gyu" sort="Kim, Dong Gyu" uniqKey="Kim D" first="Dong-Gyu" last="Kim">Dong-Gyu Kim</name><affiliation wicri:level="1"><country xml:lang="fr">Corée du Sud</country><wicri:regionArea>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do</wicri:regionArea><wicri:noRegion>KyungKi-do</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></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 wicri:level="1"><country xml:lang="fr">Corée du Sud</country><wicri:regionArea>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do</wicri:regionArea><wicri:noRegion>KyungKi-do</wicri:noRegion></affiliation><affiliation><wicri:noCountry code="no comma">E-mail: only4you@chol.com</wicri:noCountry></affiliation></author><author><name sortKey="Lee, Sang Won" sort="Lee, Sang Won" uniqKey="Lee S" first="Sang-Won" last="Lee">Sang-Won Lee</name><affiliation wicri:level="1"><country xml:lang="fr">Corée du Sud</country><wicri:regionArea>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do</wicri:regionArea><wicri:noRegion>KyungKi-do</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">États-Unis</country></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 wicri:level="1"><country xml:lang="fr">Corée du Sud</country><wicri:regionArea>School of Information and Communication Engineering, Sungkyunkwan University, 300, Chunchun-dong, Jangan-gu, 440-746, Suwon, KyungKi-do</wicri:regionArea><wicri:noRegion>KyungKi-do</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Corée du Sud</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2005</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">9BC9BE5A6FB6FBE0B414F8DF9743FF1B9D0F3846</idno><idno type="DOI">10.1007/11540007_21</idno><idno type="ChapterID">21</idno><idno type="ChapterID">Chap21</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 union of fuzzy algorithm and Relational Database Management System (hereafter, RDBMS) module for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and note-book computer for smart gate). The learning and recognition model due to the RDBMS is used with input variable of fuzzy algorithm (fuzzy max-min composition), and recognize user’s dynamic gesture through efficient and rational fuzzy reasoning process. The proposed gesture recognition interface consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) RDBMS module to segment significant gestures from inputted data, and 3) fuzzy max-min recognition module to recognize significant gesture of continuous, dynamic gestures and extensity of recognition. Experimental result shows the average recognition rate of 98.2% for significant dynamic gestures.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/Main/Merge
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 006599 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Merge/biblio.hfd -nk 006599 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= HapticV1
|flux= Main
|étape= Merge
|type= RBID
|clé= ISTEX:9BC9BE5A6FB6FBE0B414F8DF9743FF1B9D0F3846
|texte= Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC
}}
| This area was generated with Dilib version V0.6.23. |  |