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ICPR
2002
IEEE
16 years 8 months ago
Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis
This paper considers a recently proposed method for unsupervised learning and dimensionality reduction, locally linear embedding (LLE). LLE computes a compact representation of hi...
Abdenour Hadid, Matti Pietikäinen, Olga Kouro...
ICPR
2002
IEEE
16 years 8 months ago
Efficient Tracking of Regular Patterns on Non-Rigid Geometry
We introduce a real-time robust tracking procedure for a regular pattern marked on a flexible moving surface such as cloth. Our system is capable of maintaining the tracked grid s...
Igor Guskov
ICPR
2002
IEEE
16 years 8 months ago
Beam Search for Feature Selection in Automatic SVM Defect Classification
Puneet Gupta, David S. Doermann, Daniel DeMenthon
ICPR
2002
IEEE
16 years 8 months ago
Video Fade Detection by Discrete Line Identification
The video segmentation problem can be regarded as a problem of detecting the fundamental video units (shots). Due to different ways of linking two consecutive shots this task turn...
Arnaldo de Albuquerque Araújo, Michel Coupr...
ICPR
2002
IEEE
16 years 8 months ago
Analyzing Non-Negative Matrix Factorization for Image Classification
The Non-negative Matrix Factorization technique (NMF) has been recently proposed for dimensionality reduction. NMF is capable to produce a region- or partbased representation of o...
Bernt Schiele, David Guillamet, Jordi Vitrià...