387 search results - page 21 / 78 » Generative versus Discriminative Methods for Object Recognit... |
120
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
This paper studies a method for learning a discriminative visual codebook for various computer vision tasks such as image categorization and object recognition. The performance of...
133
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KES
2004
Springer
15 years 5 months ago
2004
Springer
The main challenge in handwritten character recognition involves the development of a method that can generate descriptions of the handwritten objects in a short period of time. Du...
82
Voted
IROS
2008
IEEE
15 years 6 months ago
2008
IEEE
— This paper presents a method to recognize and generate sequential motions for object manipulation such as placing one object on another or rotating it. Motions are learned usin...
111
Voted
ICASSP
2008
IEEE
15 years 7 months ago
2008
IEEE
In this paper we investigate a discriminative approach to feature weighting for topic identification using minimum classification error (MCE) training. Our approach learns featu...
120
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CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present a hierarchical generative model for object recognition that is constructed by weakly-supervised learning. A key component is a novel, adaptive patch feature whose width...