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Welcome to the webpage of the Adaptive Information Processing Group. The group focuses on information processing schemes that adapts to the environment and situation, changing the algorithms and/or the models adaptively. Humans and all living beings have wonderful abilities to solve various problems by trial and error, sometimes spending generations, by using a very limited information processing resource. The main research field of this group is to solve real-world problems, by methods based on learning, optimization and signal processing, devising new algorithms for pattern recognition, signal/image processing and retrieval; the scheme we call the Adaptive Information Processing. |
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Call for graduation research members (College of Information Science & College of Int'l Studies) |
Open laboratory :
- 15:15 - , Wednesday December 14 (Lab. introduction with presentations)
- 15:15 - , Wednesday January 11 (Lab. introduction with presentations)
Place : 3E102 (left entrance) Visits welcomed at any time. Please contact us.
Advisor:
Keisuke KAMEYAMA (Associate Professor, Dept. CS, Grad. Sch. SIE) (
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)
Research fields : Environment-adapting systems and learning
Basic fields : Basic theories of pattern recognition and learning, Inverse problems, Neural networks, Algorithms and mechanisms for adaptation
Application fields : Recognition, classification, retrieval and reconstruction of image, video and audio.
Related lectures :
(COINS) Basic signal processing, 3rd-year labs (T-1:Reconstruction of degraded images), etc.
(Col. of Int'l Studies) Applied Mathematics, Data Structure and Algorithms, etc.
Comment : Come to study and implement adaptive information processing abilities found in humans and nature !. All students with fresh ideas and enthusiasm are welcomed.
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Read more...
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Basic
- Neural networks and statistical pattern recognition
- Particle swarm optimization (PSO)
- Signal and image processing
Applications
- Content-based retrieval of multimedia
- Biometric authentication
- Image reconstruction and encoding
- e-Learning
Attachments:
adapt-2010.pdf | [Page from the department pamphlet (in Japanese)] |
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