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ICPR
2010
IEEE
15 years 9 months ago
Temporal Extension of Laplacian Eigenmaps for Unsupervised Dimensionality Reduction of Time Series
—A novel non-linear dimensionality reduction method, called Temporal Laplacian Eigenmaps, is introduced to process efficiently time series data. In this embedded-based approach,...
Michal Lewandowski, Jesus Martinez-Del-Rincon, Dim...
CRV
2005
IEEE
272views Robotics» more  CRV 2005»
15 years 8 months ago
Real-Time Video Surveillance with Self-Organizing Maps
In this paper, we present an approach for video surveillance involving (a) moving object detection, (b) tracking and (c) normal/abnormal event recognition. The detection step uses...
Mohamed Dahmane, Jean Meunier
CSE
2008
IEEE
15 years 8 months ago
Application Specific Processors for Multimedia Applications
A well-known challenge during processor design is to obtain best possible results for a typical target application domain by combining flexibility and computational performance. A...
Rashid Muhammad, Ludovic Apvrille, Renaud Pacalet
GRAPHICSINTERFACE
2008
15 years 8 months ago
Interactive 3D facial expression posing through 2D portrait manipulation
Sculpting various 3D facial expressions from a static 3D face model is a process with intensive manual tuning efforts. In this paper, we present an interactive 3D facial expressio...
Tanasai Sucontphunt, Zhenyao Mo, Ulrich Neumann, Z...
IJCAI
2007
15 years 8 months ago
Online Speed Adaptation Using Supervised Learning for High-Speed, Off-Road Autonomous Driving
The mobile robotics community has traditionally addressed motion planning and navigation in terms of steering decisions. However, selecting the best speed is also important – be...
David Stavens, Gabriel Hoffmann, Sebastian Thrun
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