387 search results - page 6 / 78 » Generative versus Discriminative Methods for Object Recognit... |
104
click to vote
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
When labelled training data is plentiful, discriminative techniques are widely used since they give excellent generalization performance. However, for large-scale applications suc...
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We describe a method to align ASL video subtitles with a closed-caption transcript. Our alignments are partial, based on spotting words within the video sequence, which consists o...
DAGM
2005
Springer
15 years 6 months ago
2005
Springer
In this paper we extend a method that uses image patch histograms and discriminative training to recognize objects in cluttered scenes. The method generalizes and performs well for...
125
click to vote
SSPR
2010
Springer
14 years 10 months ago
2010
Springer
Many approaches to learning classifiers for structured objects (e.g., shapes) use generative models in a Bayesian framework. However, state-of-the-art classifiers for vectorial d...
97
Voted
AUSAI
2008
Springer
15 years 2 months ago
2008
Springer
This paper explores the use of alternating sequential patterns of local features and saccading actions to learn robust and compact object representations. The temporal encoding rep...