1575 search results - page 146 / 315 » Unsupervised Learning of Models for Recognition |
149
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ACCV
2009
Springer
15 years 10 months ago
2009
Springer
We present a novel algorithm for unsupervised segmentation of natural images that harnesses the principle of minimum description length (MDL). Our method is based on observations ...
116
Voted
IUI
2005
ACM
15 years 9 months ago
2005
ACM
Finding the optimal teaching strategy for an individual student is difficult even for an experienced teacher. Identifying and incorporating multiple optimal teaching strategies fo...
120
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AAAI
1994
15 years 4 months ago
1994
We analyze the amount of information needed to carry out model-based recognition tasks, in the context of a probabilistic data collection model, and independently of the recogniti...
143
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Adaptive sparse coding methods learn a possibly overcomplete set of basis functions, such that natural image patches can be reconstructed by linearly combining a small subset of t...
143
Voted
ICB
2009
Springer
15 years 10 months ago
2009
Springer
In this paper, a Bayesian method for face recognition is proposed based on Markov Random Fields (MRF) modeling. Constraints on image features as well as contextual relationships be...