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ICA
2007
Springer
15 years 10 months ago
Morphological Diversity and Sparsity in Blind Source Separation
This paper describes a new blind source separation method for instantaneous linear mixtures. This new method coined GMCA (Generalized Morphological Component Analysis) relies on mo...
Jérôme Bobin, Yassir Moudden, Jalal F...
ICB
2007
Springer
239views Biometrics» more  ICB 2007»
15 years 10 months ago
Uniprojective Features for Gait Recognition
Recent studies have shown that shape cues should dominate gait recognition. This motivates us to perform gait recognition through shape features in 2D human silhouettes. In this pa...
Daoliang Tan, Kaiqi Huang, Shiqi Yu, Tieniu Tan
ICIAR
2007
Springer
15 years 10 months ago
Multicomponent Image Restoration, an Experimental Study
Abstract. In this paper, we study the problem of restoring multicomponent images. In particular, we investigate the effects of accounting for the correlation between the image com...
Arno Duijster, Steve De Backer, Paul Scheunders
IDEAL
2007
Springer
15 years 10 months ago
Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System
We present a face verification system using Parallel Gabor Principal Component Analysis (PGPCA) and fusion of Support Vector Machines (SVM) scores. The algorithm has been tested on...
Ángel Serrano, Isaac Martín de Diego...
MIRAGE
2007
Springer
15 years 10 months ago
Hand Gesture Recognition with a Novel IR Time-of-Flight Range Camera-A Pilot Study
Abstract We present a gesture recognition system for recognizing hand movements in near realtime. The system uses a infra-red time-of-flight range camera with up to 30 Hz framerat...
Pia Breuer, Christian Eckes, Stefan Müller 00...