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» Factorial Hidden Markov Models for Gait Recognition
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IJCNN
2006
IEEE
14 years 3 months ago
Reservoir-based techniques for speech recognition
— A solution for the slow convergence of most learning rules for Recurrent Neural Networks (RNN) has been proposed under the terms Liquid State Machines (LSM) and Echo State Netw...
David Verstraeten, Benjamin Schrauwen, Dirk Stroob...
ISVC
2005
Springer
14 years 3 months ago
A Hybrid HMM/DPA Adaptive Gesture Recognition Method
We present a hybrid classification method applicable to gesture recognition. The method combines elements of Hidden Markov Models (HMM) and various Dynamic Programming Alignment (...
Stjepan Rajko, Gang Qian
AMI
2009
Springer
14 years 22 hour ago
Sensor-Based Human Activity Recognition in a Multi-user Scenario
Existing work on sensor-based activity recognition focuses mainly on single-user activities. However, in real life, activities are often performed by multiple users involving inter...
Liang Wang, Tao Gu, XianPing Tao, Jian Lu
HAPTICS
2010
IEEE
13 years 9 months ago
Online Intention Recognition in Computer-Assisted Teleoperation Systems
Limitations of state-of-the-art teleoperation systems can be compensated by using shared-control teleoperation architectures that provide haptic assistance to the human operator. T...
Nikolay Stefanov, Angelika Peer, Martin Buss
ICASSP
2011
IEEE
13 years 1 months ago
Audio recognition in the wild: Static and dynamic classification on a real-world database of animal vocalizations
We present a study on purely data-based recognition of animal sounds, performing evaluation on a real-world database obtained from the Humboldt-University Animal Sound Archive. As...
Felix Weninger, Björn Schuller