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CVPR
2009
IEEE
13 years 6 months ago
Multi-object tracking through occlusions by local tracklets filtering and global tracklets association with detection responses
This paper presents an online detection-based two-stage multi-object tracking method in dense visual surveillances scenarios with a single camera. In the local stage, a particle f...
Junliang Xing, Haizhou Ai, Shihong Lao
CVPR
2008
IEEE
14 years 10 months ago
Classification using intersection kernel support vector machines is efficient
Straightforward classification using kernelized SVMs requires evaluating the kernel for a test vector and each of the support vectors. For a class of kernels we show that one can ...
Subhransu Maji, Alexander C. Berg, Jitendra Malik
GI
2007
Springer
14 years 2 months ago
Enhanced Disparity Computation for ADAS Applications
: Many of ADAS applications such as pedestrian and vehicle detection are using stereo vision. By computing the well-known disparity the range of objects ahead of the car can be det...
Basel Fardi, Ammar Abbas, Gerd Wanielik
ICIAR
2010
Springer
14 years 20 days ago
On-Board Monocular Vision System Pose Estimation through a Dense Optical Flow
Abstract. This paper presents a robust technique for estimating onboard monocular vision system pose. The proposed approach is based on a dense optical flow that is robust against...
Naveen Onkarappa, Angel Domingo Sappa
NIPS
2000
13 years 10 months ago
Feature Selection for SVMs
We introduce a method of feature selection for Support Vector Machines. The method is based upon finding those features which minimize bounds on the leave-one-out error. This sear...
Jason Weston, Sayan Mukherjee, Olivier Chapelle, M...