CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
Video-based recognition and prediction of a temporally extended activity can benefit from a detailed description of high-level expectations about the activity. Stochastic grammars...
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
Cast shadows produce troublesome effects for video surveillance systems, typically for object tracking from a fixed viewpoint, since it yields appearance variations of objects dep...
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
In this paper, we propose a novel shape representation we call Directional Histogram Model (DHM). It captures the shape variation of an object and is invariant to scaling and rigi...
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
In this paper, we develop a general classification framework called Kullback-Leibler Boosting, or KLBoosting. KLBoosting has following properties. First, classification is based o...
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient al...
CVPR
2003
IEEE
15 years 3 months ago
2003
IEEE
Inhomogeneous Gibbs model (IGM) [4] is an effective maximum entropy model in characterizing complex highdimensional distributions. However, its training process is so slow that th...