9 search results - page 1 / 2 » Hierarchical Part-Based Visual Object Categorization |
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
We propose a generative model that codes the geometry and appearance of generic visual object categories as a loose hierarchy of parts, with probabilistic spatial relations linkin...
ICANN
2007
Springer
13 years 11 months ago
2007
Springer
Parts-based recognition has been suggested for generalizing from few training views in categorization scenarios. In this paper we present the results of a comparative investigation...
ICPR
2008
IEEE
14 years 6 months ago
2008
IEEE
In this paper, we propose a novel framework of object categorization, namely layered object categorization, which takes advantage of hierarchical category information and performs...
CVPR
2008
IEEE
14 years 6 months ago
2008
IEEE
This paper proposes a new concept in hierarchical representations that exploits features of different granularity and specificity coming from all layers of the hierarchy. The conc...
CVPR
2006
IEEE
14 years 6 months ago
2006
IEEE
With the growing interest in object categorization various methods have emerged that perform well in this challenging task, yet are inherently limited to only a moderate number of...