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A novel framework for motion segmentation and tracking by clustering incomplete trajectories

Author
KARAVASILIS, Vasileios1 ; BLEKAS, Konstantinos1 ; NIKOU, Christophoros1
[1] Department of Computer Science, University of Ioannina, PO Box 1186, 45110 Ioannina, Greece
Source

Computer vision and image understanding (Print). 2012, Vol 116, Num 11, pp 1135-1148, 14 p ; ref : 54 ref

CODEN
CVIUF4
ISSN
1077-3142
Scientific domain
Cognition; Computer science
Publisher
Elsevier, Amsterdam
Publication country
Netherlands
Document type
Article
Language
English
Author keyword
Motion segmentation Sparse regression modeling Trajectory clustering Visual feature tracking
Keyword (fr)
Ajustement modèle Algorithme EM Amas Analyse amas Analyse image Architecture basée modèle Durée Eclairement Estimation mouvement Estimation paramètre Filtre Kalman Invariant Loi a posteriori Luminance Modèle régression Modélisation Occlusion Occultation Orienté objet Pistage Séquence image Théorie mélange Traitement image Vision ordinateur Poursuite cible Segmentation image
Keyword (en)
Model matching EM algorithm Cluster Cluster analysis Image analysis Model driven architecture Duration Illumination Motion estimation Parameter estimation Kalman filter Invariant Posterior distribution Luminance Regression model Modeling Occlusion Occultation Object oriented Tracking Image sequence Mixture theory Image processing Computer vision Target tracking Image segmentation
Keyword (es)
Ajustamiento modelo Algoritmo EM Montón Analisis cluster Análisis imagen Arquitectura basada modelo Duración Alumbrado Estimación movimiento Estimación parámetro Filtro Kalman Invariante Ley a posteriori Luminancia Modelo regresión Modelización Oclusión Ocultación Orientado objeto Rastreo Secuencia imagen Teoría mezcla Procesamiento imagen Visión ordenador Seguimiento de blanco Segmentación de imágenes
Classification
Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry

Discipline
Computer science : theoretical automation and systems
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
26442485

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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