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» Image processing and data analysis: The multiscale approach
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CAIP
2007
Springer
106views Image Analysis» more  CAIP 2007»
15 years 10 months ago
A New Manifold Representation for Visual Speech Recognition
In this paper, we propose a new manifold representation capable of being applied for visual speech recognition. In this regard, the real time input video data is compressed using P...
Dahai Yu, Ovidiu Ghita, Alistair Sutherland, Paul ...
SCIA
2007
Springer
151views Image Analysis» more  SCIA 2007»
15 years 10 months ago
A PCA-Based Technique to Detect Moving Objects
Abstract. Moving objects detection is a crucial step for video surveillance systems. The segmentation performed by motion detection algorithms is often noisy, which makes it hard t...
Nicolas Verbeke, Nicole Vincent
ICRA
2006
IEEE
215views Robotics» more  ICRA 2006»
15 years 10 months ago
A Hybrid Vision + Ladar Rural Road Follower
— We present a vision- and ladar-based approach to autonomous driving on rural and desert roads that has been tested extensively in a closed-loop system. The vision component use...
Christopher Rasmussen
PAMI
2010
192views more  PAMI 2010»
15 years 2 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
FGR
2008
IEEE
229views Biometrics» more  FGR 2008»
15 years 11 months ago
A high-resolution 3D dynamic facial expression database
Face information processing relies on the quality of data resource. From the data modality point of view, a face database can be 2D or 3D, and static or dynamic. From the task poi...
Lijun Yin, Xiaochen Chen, Yi Sun, Tony Worm, Micha...