928 search results - page 71 / 186 » Unsupervised Segmentation of Objects using Efficient Learnin... |
113
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ALGORITHMICA
2010
15 years 2 months ago
2010
We divide a string into k segments, each with only one sort of symbols, so as to minimize the total number of exceptions. Motivations come from machine learning and data mining. F...
158
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ECCV
2008
Springer
15 years 4 months ago
2008
Springer
We derive a probabilistic framework for robust, real-time, visual tracking of previously unseen objects from a moving camera. The tracking problem is handled using a bag-of-pixels ...
117
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IJCV
2008
15 years 2 months ago
2008
We develop hierarchical, probabilistic models for objects, the parts composing them, and the visual scenes surrounding them. Our approach couples topic models originally developed...
140
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ICCV
2005
IEEE
16 years 4 months ago
2005
IEEE
We propose a novel approach for shape-based segmentation based on a specially designed level set function format. This format permits us to better control the process of object re...
118
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PRL
2006
15 years 2 months ago
2006
This paper proposes a new evolutionary region merging method in order to efficiently improve segmentation quality results. Our approach starts from an oversegmented image, which is...