Single-Trial Classification of Bistable Perception by Integrating Empirical Mode Decomposition, Clustering, and Support Vector Machine
- Auteur
- 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 - Titre de la publication
- The Empirical Mode Decomposition and the Hilbert-Huang Transform
- Auteur (monographie)
- 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
- Domaine scientifique
- Telecommunications
- Editeur
- Hindawi Publishing Corporation, Cairo
- Pays de publication
- Egypt
- Type de document
- Article
- Langue
- English
- Mot clé (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
- Mot clé (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
- Mot clé (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 Sciences exactes et technologie / 001D Sciences appliquees / 001D04 Telecommunications et theorie de l'information / 001D04A Théorie de l'information, du signal et des communications / 001D04A04 Théorie du signal et des communications / 001D04A04A Signal, bruit / 001D04A04A1 Représentation du signal. Analyse spectrale
- Pascal
- 001 Sciences exactes et technologie / 001D Sciences appliquees / 001D04 Telecommunications et theorie de l'information / 001D04A Théorie de l'information, du signal et des communications / 001D04A04 Théorie du signal et des communications / 001D04A04B Codage, codes
- Pascal
- 001 Sciences exactes et technologie / 001D Sciences appliquees / 001D04 Telecommunications et theorie de l'information / 001D04A Théorie de l'information, du signal et des communications / 001D04A05 Traitement du signal / 001D04A05C Traitement des images
- Pascal
- 001 Sciences exactes et technologie / 001D Sciences appliquees / 001D04 Telecommunications et theorie de l'information / 001D04A Théorie de l'information, du signal et des communications / 001D04A05 Traitement du signal / 001D04A05D Divers
- Discipline
- Telecommunications and information theory
- Provenance
- Inist-CNRS
- Base de données
- PASCAL
- Identifiant INIST
- 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
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