387 search results - page 19 / 78 » Generative versus Discriminative Methods for Object Recognit... |
143
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CVPR
2006
IEEE
16 years 5 months ago
2006
IEEE
In this paper we propose an approach capable of simultaneous recognition and localization of multiple object classes using a generative model. A novel hierarchical representation ...
113
Voted
KES
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents a new algorithm for feature generation, which is approximately derived based on geometrical interpretation of the Fisher linear discriminant analysis. In a fiel...
136
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CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
We present a discriminative shape-based algorithm for object category localization and recognition. Our method learns object models in a weakly-supervised fashion, without requiri...
168
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ECCV
2006
Springer
16 years 5 months ago
2006
Springer
Abstract. This paper proposes a new approach to learning a discriminative model of object classes, incorporating appearance, shape and context information efficiently. The learned ...
106
Voted
CVPR
2009
IEEE
15 years 10 months ago
2009
IEEE
Linear discriminant analysis (LDA) has been successfully applied into computer vision and pattern recognition for effective feature extraction. High-dimensional objects such as im...