514 search results - page 65 / 103 » Learning Iterative Image Reconstruction |
262
Voted
NIPS
2008
15 years 4 months ago
2008
It is now well established that sparse signal models are well suited for restoration tasks and can be effectively learned from audio, image, and video data. Recent research has be...
163
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PKAW
2010
15 years 1 months ago
2010
How humans infer probable information from the limited observed data? How they are able to build on little knowledge about the context in hand? Is the human memory repeatedly const...
142
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ICMLA
2009
15 years 10 days ago
2009
State-of-the-art pattern recognition methods have difficulty dealing with problems where the dimension of the output space is large. In this article, we propose a new framework ba...
132
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IROS
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract— We present a learning-based approach for longrange vision that is able to accurately classify complex terrain at distances up to the horizon, thus allowing high-level s...
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We extend tree-based methods to the prediction of structured outputs using a kernelization of the algorithm that allows one to grow trees as soon as a kernel can be defined on the...