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TSD
2005
Springer
15 years 8 months ago
The Role of Speech in Multimodal Human-Computer Interaction
Abstract. Natural audio-visual interface between human user and machine requires understanding of user’s audio-visual commands. This does not necessarily require full speech and ...
Hynek Hermansky, Petr Fousek, Mikko Lehtonen
ICAISC
2004
Springer
15 years 8 months ago
Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks
Scatterograms of the images of training set vectors in the hidden space help to evaluate the quality of neural network mappings and understand internal representations created by t...
Wlodzislaw Duch
CAIP
2003
Springer
103views Image Analysis» more  CAIP 2003»
15 years 8 months ago
Classifying Sketches of Animals Using an Agent-Based System
A technique for the classification and understanding of child-like sketches of animals, using a live pen-based input device is demonstrated. A method of segmenting the sketch usin...
Graham Mackenzie, Natasha Alechina
ESANN
2006
15 years 4 months ago
Learning Visual Invariance
Invariance is a necessary feature of a visual system able to recognize real objects in all their possible appearance. It is also the processing step most problematic to understand ...
Alessio Plebe
SDM
2004
SIAM
218views Data Mining» more  SDM 2004»
15 years 4 months ago
Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data
This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...
Ashok N. Srivastava