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Learning Multidimen...
Learning Multidimensional Signal Processing
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- Knutsson, Hans, 1950- (author)
- Linköpings universitet,Bildbehandling,Tekniska högskolan
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- Borga, Magnus, 1965- (author)
- Linköpings universitet,Bildbehandling,Tekniska högskolan
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- Landelius, Tomas, 1966- (author)
- n/a
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(creator_code:org_t)
- Linköping, Sweden : Linköping University, Department of Electrical Engineering, 1998
- English 5 s.
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Series: LiTH-ISY-R, 1400-3902 ; 2039
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In: Proceedings of the 14th International Conference on Pattern Recognition, vol 2. - Linköping, Sweden : Linköping University, Department of Electrical Engineering. ; , s. 1416-1420
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Abstract
Subject headings
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- This paper presents our general strategy for designing learning machines as well as a number of particular designs. The search for methods allowing a sufficient level of adaptivity are based on two main principles: 1. Simple adaptive local models and 2. Adaptive model distribution. Particularly important concepts in our work is mutual information and canonical correlation. Examples are given on learning feature descriptors, modeling disparity, synthesis of a global 3-mode model and a setup for reinforcement learning of online video coder parameter control.
Keyword
- Adaptive model distribution
- Simple local models
- Databehandling Bildbehandling
- Artificiell Intelligens AI
- TECHNOLOGY
- TEKNIKVETENSKAP
Publication and Content Type
- vet (subject category)
- rap (subject category)
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