23 search results - page 1 / 5 » An Empirical Bayes Approach to Contextual Region Classificat... |
CVPR
2009
IEEE
15 years 27 days ago
2009
IEEE
This paper presents a nonparametric approach to labeling
of local image regions that is inspired by recent developments
in information-theoretic denoising. The chief novelty
of ...
JMLR
2008
13 years 5 months ago
2008
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
ICIP
2008
IEEE
14 years 6 days ago
2008
IEEE
In this paper we focus on scene classification and detection of high-level concepts within multimedia documents, by introducing an intermediate contextual approach as a means of ...
CVPR
2010
IEEE
14 years 2 months ago
2010
IEEE
We present an active learning framework to simultaneously learn appearance and contextual models for scene understanding tasks (multi-class classification). Existing multi-class a...
JIIS
2002
13 years 5 months ago
2002
In the traditional setting, text categorization is formulated as a concept learning problem where each instance is a single isolated document. However, this perspective is not appr...