Spatio-temporal modeling based on hidden Markov model for object tracking in satellite imagery

2012 ◽  
Author(s):  
Houcine Essid ◽  
Ali Ben Abbes ◽  
Imed Riadh Farah ◽  
Vincent Barra
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Object Tracking ◽  
Satellite Imagery ◽  
Hidden Markov ◽  
Temporal Modeling ◽  
Spatio Temporal

scholarly journals A NEURAL-NETWORK-BASED APPROACH TO RECOGNIZING 3D ARM MOVEMENTS

2003 ◽  
Vol 15 (01) ◽  
pp. 17-26 ◽  
Author(s):  
MU-CHUN SU ◽  
YU-XIANG ZHAO ◽  
EUGENE LAI
Keyword(s):  
Neural Network ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Gesture Recognition ◽  
Hidden Markov ◽  
Arm Movements ◽  
Movement Pattern ◽  
Arm Movement ◽  
Hand Gesture ◽  
Spatio Temporal

Gesture recognition is needed for a variety of applications. One particular application of gesture-based systems is to implement a speaking aid for the deaf. Among several factors constituting a hand gesture, the arm movement pattern is one of the most challenging features to recognize. In this paper, we propose a neural-network-based approach to recognition of spatio-temporal patterns of nonlinear 3D arm movements. Compared to Hidden-Markov-Model-based methods, the most appealing property of the proposed method is its simplicity. The effectiveness of this method is evaluated by a database consisted of 10 persons.

Auscultating Diagnosis for Hemodialysis Shunt Stenosis using a Self-Organizing Map and Hidden Markov Model

2012 ◽  
Vol 132 (10) ◽  
pp. 1589-1594 ◽  
Author(s):  
Hayato Waki ◽  
Yutaka Suzuki ◽  
Osamu Sakata ◽  
Mizuya Fukasawa ◽  
Hatsuhiro Kato
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Hidden Markov ◽  
Self Organizing Map ◽  
Self Organizing
Sign in / Sign up

Export Citation Format

Share Document