2311 search results - page 183 / 463 » Robustness and Generalization |
139
click to vote
ECCV
2004
Springer
16 years 7 months ago
2004
Springer
Reliable detection of fiducial targets in real-world images is addressed in this paper. We show that even the best existing schemes are fragile when exposed to other than laborator...
156
click to vote
ICIP
2006
IEEE
16 years 6 months ago
2006
IEEE
In this paper, we propose to combine formally noise and shape priors in region-based active contours. On the one hand, we use the general framework of exponential family as a prio...
130
Voted
ICPR
2006
IEEE
16 years 6 months ago
2006
IEEE
We present a unified framework for modeling and solving invariant point pattern matching problems. Invariant features are encoded as potentials in a probabilistic graphical model....
153
click to vote
ICPR
2004
IEEE
16 years 6 months ago
2004
IEEE
This work presents a novel people tracking approach, able to cope with frequent shape changes and large occlusions. In particular, the tracks are described by means of probabilist...
138
click to vote
ICPR
2004
IEEE
16 years 6 months ago
2004
IEEE
Recent empirical work has shown that combining predictors can lead to significant reduction in generalization error. The individual predictors (weak learners) can be very simple, ...