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» Gait-Based Recognition of Humans Using Continuous HMMs
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CVPR
2004
IEEE
15 years 12 months ago
Extraction and Recognition of Periodically Deforming Objects by Continuous, Spatio-Temporal Shape Description
We demonstrate a novel approach to modelling arbitrary temporally-deforming objects using spatio-temporal Fourier descriptors. This is a continuous boundary descriptor, which can ...
Stuart D. Mowbray, Mark S. Nixon
ICDAR
2003
IEEE
15 years 3 months ago
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer
In off-line handwriting recognition, classifiers based on hidden Markov models (HMMs) have become very popular. However, while there exist well-established training algorithms, s...
Simon Günter, Horst Bunke
ICCHP
2004
Springer
15 years 3 months ago
Progress in Automated Computer Recognition of Sign Language
Abstract. This paper reviews the extensive state of the art in automated recognition of continuous signs, from different languages, based on the data sets used, features computed, ...
Barbara L. Loeding, Sudeep Sarkar, Ayush Parashar,...
ISWC
2005
IEEE
15 years 3 months ago
Detection of eating and drinking arm gestures using inertial body-worn sensors
We propose a two-stage recognition system for detecting arm gestures related to typical meal intake. Information retrieved from such a system can be used for automatic dietary mon...
Oliver Amft, Holger Junker, Gerhard Tröster
ICMI
2010
Springer
213views Biometrics» more  ICMI 2010»
14 years 8 months ago
Toward natural interaction in the real world: real-time gesture recognition
Using a new hand tracking technology capable of tracking 3D hand postures in real-time, we developed a recognition system for continuous natural gestures. By natural gestures, we ...
Ying Yin, Randall Davis