387 search results - page 5 / 78 » Generative versus Discriminative Methods for Object Recognit... |
109
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ICCV
2005
IEEE
16 years 2 months ago
2005
IEEE
We present an efficient method for learning part-based object class models from unsegmented images represented as sets of salient features. A model includes parts' appearance...
104
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ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
This paper proposes a method for constructing a discriminative rotation invariant object recognition system from the set of complex moments by using a multi-class boosting algorit...
121
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MMM
2011
Springer
14 years 4 months ago
2011
Springer
Having effective methods to access the images with desired object is essential nowadays with the availability of huge amount of digital images. We propose a semantic higher-level ...
103
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ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
We present a novel method for incorporating prior knowledge about invariances in object recognition for discriminant analysis. In contrast to conventional isotropic regularization...
107
Voted
PRL
2007
14 years 12 months ago
2007
The visual detection and recognition of objects is facilitated by context. This paper studies two types of learning methods for realizing context-based object detection in paintin...