Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine
- Author
- ZHISONG WANG1 ; MAIER, Alexander2 ; LOGOTHETIS, Nikos K3 ; HUALOU LIANG1
[1] School of Health Information Sciences, University of Texas Health Science Center at Houston, 7000 Fannin, Suite 600, Houston, TX 77030, United States
[2] Unit on Cognitive Neurophysiology and Imaging, National Institute of Health, Building 49, Room B2J-45, MSC-4400, 49 Convent Dr., Bethesda, MD 20892, United States
[3] Max Planck Institut für biologische Kybernetik, Spemannstrasse 38, 72076 Tübingen, Germany - Issue title
- The Empirical Mode Decomposition and the Hilbert-Huang Transform
- Author (monograph)
- ATTOH-OKINE, Nii (Editor)1 ; BARNER, Kenneth (Editor)2 ; BENTIL, Daniel (Editor)3 ; ZHANG, Ray (Editor)4
[1] Department of Civil and Environmental Engineering, University of Delaware, Newark, DE 19716, United States
[2] Department of Electrical and Computer Engineering, University of Delaware, Newark, DE 19716, United States
[3] Department of Mathematics and Statistics and Molecular Physiology Biophysics, The University of Vermont, Burlington, VT 05405, United States
[4] Civil Engineering Specialty, Division of Engineering, Colorado School of Mines, Golden, CO 80401, United States - Source
EURASIP Journal on advances in signal processing (Print). 2008, Vol 2008, Num 21 ; 592742.1-592742.8 ; ref : 26 ref
- ISSN
- 1687-6172
- Scientific domain
- Telecommunications
- Publisher
- Hindawi Publishing Corporation, Cairo
- Publication country
- Egypt
- Document type
- Article
- Language
- English
- Keyword (fr)
- Algorithme k moyenne Bande fréquence Bande étroite Classification automatique Classification non supervisée Classification signal Dialogue homme machine Décodage Dépendance du temps Enregistrement multicanal Estimation mouvement Evaluation performance Extraction caractéristique Fibre monomode Filtre spatial Image tridimensionnelle Machine vecteur support Méthode décomposition Méthode empirique Potentiel évoqué Reconstruction image Séquence image Série temporelle Traitement image Traitement signal
- Keyword (en)
- K means algorithm Frequency band Narrow band Automatic classification Unsupervised classification Signal classification Man machine dialogue Decoding Time dependence Multichannel recording Motion estimation Performance evaluation Feature extraction Single mode fiber Spatial filters Tridimensional image Support vector machine Decomposition method Empirical method Evoked potential Image reconstruction Image sequence Time series Image processing Signal processing
- Keyword (es)
- Algoritmo k media Banda frecuencia Banda estrecha Clasificación automática Clasificación no supervisada Diálogo hombre máquina Desciframiento Dependencia del tiempo Registro multicanal Estimación movimiento Evaluación prestación Fibra monomoda Imagen tridimensional Máquina vector soporte Método descomposición Método empírico Potencial evocado Reconstrucción imagen Secuencia imagen Serie temporal Procesamiento imagen Procesamiento señal
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04A Signal, noise / 001D04A04A1 Signal representation. Spectral analysis
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A04 Signal and communications theory / 001D04A04B Coding, codes
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05C Image processing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05D Miscellaneous
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 21815956
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
Install on your browser
"O:13:\"PanistOpenUrl\":36:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000idc\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:0:\"\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:9:\"\u0000*\u0000jtitle\";s:56:\"EURASIP Journal on advances in signal processing (Print)\";s:9:\"\u0000*\u0000stitle\";s:39:\"EURASIP J. adv. signal process. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2008\";s:9:\"\u0000*\u0000volume\";s:4:\"2008\";s:8:\"\u0000*\u0000issue\";s:2:\"21\";s:8:\"\u0000*\u0000spage\";s:0:\"\";s:8:\"\u0000*\u0000epage\";s:0:\"\";s:8:\"\u0000*\u0000pages\";s:17:\"592742.1-592742.8\";s:7:\"\u0000*\u0000issn\";s:9:\"1687-6172\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:12:\"ZHISONG WANG\";s:10:\"\u0000*\u0000aufirst\";s:0:\"\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:16:\"MAIER, Alexander\";i:1;s:19:\"LOGOTHETIS, Nikos K\";i:2;s:12:\"HUALOU LIANG\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:64:\"The Empirical Mode Decomposition and the Hilbert-Huang Transform\";s:8:\"\u0000*\u0000title\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:8:\"\u0000*\u0000place\";s:5:\"Cairo\";s:6:\"\u0000*\u0000pub\";s:30:\"Hindawi Publishing Corporation\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:0:\"\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Panist access
"O:12:\"IstexOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:0:\"\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:9:\"\u0000*\u0000jtitle\";s:56:\"EURASIP Journal on advances in signal processing (Print)\";s:9:\"\u0000*\u0000stitle\";s:39:\"EURASIP J. adv. signal process. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2008\";s:9:\"\u0000*\u0000volume\";s:4:\"2008\";s:8:\"\u0000*\u0000issue\";s:2:\"21\";s:8:\"\u0000*\u0000spage\";s:0:\"\";s:8:\"\u0000*\u0000epage\";s:0:\"\";s:8:\"\u0000*\u0000pages\";s:17:\"592742.1-592742.8\";s:7:\"\u0000*\u0000issn\";s:9:\"1687-6172\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:12:\"ZHISONG WANG\";s:10:\"\u0000*\u0000aufirst\";s:0:\"\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:16:\"MAIER, Alexander\";i:1;s:19:\"LOGOTHETIS, Nikos K\";i:2;s:12:\"HUALOU LIANG\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:64:\"The Empirical Mode Decomposition and the Hilbert-Huang Transform\";s:8:\"\u0000*\u0000title\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:8:\"\u0000*\u0000place\";s:5:\"Cairo\";s:6:\"\u0000*\u0000pub\";s:30:\"Hindawi Publishing Corporation\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:0:\"\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Istex access
"O:16:\"EuropePMCOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:0:\"\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:9:\"\u0000*\u0000jtitle\";s:56:\"EURASIP Journal on advances in signal processing (Print)\";s:9:\"\u0000*\u0000stitle\";s:39:\"EURASIP J. adv. signal process. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2008\";s:9:\"\u0000*\u0000volume\";s:4:\"2008\";s:8:\"\u0000*\u0000issue\";s:2:\"21\";s:8:\"\u0000*\u0000spage\";s:0:\"\";s:8:\"\u0000*\u0000epage\";s:0:\"\";s:8:\"\u0000*\u0000pages\";s:17:\"592742.1-592742.8\";s:7:\"\u0000*\u0000issn\";s:9:\"1687-6172\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:12:\"ZHISONG WANG\";s:10:\"\u0000*\u0000aufirst\";s:0:\"\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:16:\"MAIER, Alexander\";i:1;s:19:\"LOGOTHETIS, Nikos K\";i:2;s:12:\"HUALOU LIANG\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:64:\"The Empirical Mode Decomposition and the Hilbert-Huang Transform\";s:8:\"\u0000*\u0000title\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:8:\"\u0000*\u0000place\";s:5:\"Cairo\";s:6:\"\u0000*\u0000pub\";s:30:\"Hindawi Publishing Corporation\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:0:\"\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Europe PubMed Central access
"O:11:\"BaseOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:0:\"\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:9:\"\u0000*\u0000jtitle\";s:56:\"EURASIP Journal on advances in signal processing (Print)\";s:9:\"\u0000*\u0000stitle\";s:39:\"EURASIP J. adv. signal process. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2008\";s:9:\"\u0000*\u0000volume\";s:4:\"2008\";s:8:\"\u0000*\u0000issue\";s:2:\"21\";s:8:\"\u0000*\u0000spage\";s:0:\"\";s:8:\"\u0000*\u0000epage\";s:0:\"\";s:8:\"\u0000*\u0000pages\";s:17:\"592742.1-592742.8\";s:7:\"\u0000*\u0000issn\";s:9:\"1687-6172\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:12:\"ZHISONG WANG\";s:10:\"\u0000*\u0000aufirst\";s:0:\"\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:16:\"MAIER, Alexander\";i:1;s:19:\"LOGOTHETIS, Nikos K\";i:2;s:12:\"HUALOU LIANG\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:64:\"The Empirical Mode Decomposition and the Hilbert-Huang Transform\";s:8:\"\u0000*\u0000title\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:8:\"\u0000*\u0000place\";s:5:\"Cairo\";s:6:\"\u0000*\u0000pub\";s:30:\"Hindawi Publishing Corporation\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:0:\"\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
Base Search access
"O:12:\"ArXivOpenUrl\":35:{s:10:\"\u0000*\u0000openUrl\";N;s:6:\"\u0000*\u0000fmt\";s:7:\"journal\";s:6:\"\u0000*\u0000doi\";s:0:\"\";s:6:\"\u0000*\u0000pii\";s:0:\"\";s:7:\"\u0000*\u0000pmid\";s:0:\"\";s:9:\"\u0000*\u0000atitle\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:9:\"\u0000*\u0000jtitle\";s:56:\"EURASIP Journal on advances in signal processing (Print)\";s:9:\"\u0000*\u0000stitle\";s:39:\"EURASIP J. adv. signal process. (Print)\";s:7:\"\u0000*\u0000date\";s:4:\"2008\";s:9:\"\u0000*\u0000volume\";s:4:\"2008\";s:8:\"\u0000*\u0000issue\";s:2:\"21\";s:8:\"\u0000*\u0000spage\";s:0:\"\";s:8:\"\u0000*\u0000epage\";s:0:\"\";s:8:\"\u0000*\u0000pages\";s:17:\"592742.1-592742.8\";s:7:\"\u0000*\u0000issn\";s:9:\"1687-6172\";s:8:\"\u0000*\u0000eissn\";s:0:\"\";s:9:\"\u0000*\u0000aulast\";s:12:\"ZHISONG WANG\";s:10:\"\u0000*\u0000aufirst\";s:0:\"\";s:9:\"\u0000*\u0000auinit\";s:0:\"\";s:10:\"\u0000*\u0000auinitm\";s:0:\"\";s:5:\"\u0000*\u0000au\";a:3:{i:0;s:16:\"MAIER, Alexander\";i:1;s:19:\"LOGOTHETIS, Nikos K\";i:2;s:12:\"HUALOU LIANG\";}s:9:\"\u0000*\u0000aucorp\";s:0:\"\";s:7:\"\u0000*\u0000isbn\";s:0:\"\";s:8:\"\u0000*\u0000coden\";s:0:\"\";s:8:\"\u0000*\u0000genre\";s:7:\"article\";s:7:\"\u0000*\u0000part\";s:0:\"\";s:9:\"\u0000*\u0000btitle\";s:64:\"The Empirical Mode Decomposition and the Hilbert-Huang Transform\";s:8:\"\u0000*\u0000title\";s:134:\"Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine\";s:8:\"\u0000*\u0000place\";s:5:\"Cairo\";s:6:\"\u0000*\u0000pub\";s:30:\"Hindawi Publishing Corporation\";s:10:\"\u0000*\u0000edition\";s:0:\"\";s:9:\"\u0000*\u0000tpages\";s:0:\"\";s:9:\"\u0000*\u0000series\";s:0:\"\";s:8:\"\u0000*\u0000proxy\";s:30:\"http:\/\/proxyout.inist.fr:8080\/\";s:12:\"\u0000*\u0000integrite\";b:1;}"
arXiv access
