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» Sequential Nonlinear Mapping versus Simultaneous One
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INFORMATICALT
2002
59views more  INFORMATICALT 2002»
13 years 7 months ago
Sequential Nonlinear Mapping versus Simultaneous One
In the paper two methods for data structure analysis and visualisation are presented: the simultaneous nonlinear mapping (Sammon, 1969) and the sequential one (Montvilas, 1995). Th...
Algirdas Mykolas Montvilas
ICRA
2010
IEEE
111views Robotics» more  ICRA 2010»
13 years 6 months ago
Multi-tasking SLAM
— The problem of simultaneous localization and mapping (SLAM) is one of the most studied in the robotics literature. Most existing approaches, however, focus on scenarios where l...
Arthur Guez, Joelle Pineau
ICRA
2002
IEEE
116views Robotics» more  ICRA 2002»
14 years 13 days ago
Linear 2D Localization and Mapping for Single and Multiple Robot Scenarios
We show how to recover 2D structure and motion linearly in order to initialize Simultaneous Mapping and Localization (SLAM) for bearings-only measurements and planar motion. The m...
Frank Dellaert, Ashley W. Stroupe
CVPR
2005
IEEE
14 years 9 months ago
Fisher+Kernel Criterion for Discriminant Analysis
We simultaneously approach two tasks of nonlinear discriminant analysis and kernel selection problem by proposing a unified criterion, Fisher+Kernel Criterion. In addition, an eff...
Shu Yang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Cha...
ICIC
2005
Springer
14 years 1 months ago
Sequential Stratified Sampling Belief Propagation for Multiple Targets Tracking
Rather than the difficulties of highly non-linear and non-Gaussian observation process and the state distribution in single target tracking, the presence of a large, varying number...
Jianru Xue, Nanning Zheng, Xiaopin Zhong