AdaptHome
Welcome

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.

 
Research Topics

Basic

  1. Neural networks and statistical pattern recognition
  2. Particle swarm optimization (PSO)
  3. Signal and image processing

Applications

  1. Content-based retrieval of multimedia
  2. Biometric authentication
  3. Image reconstruction and encoding
  4. e-Learning

 

Attachments:
Download this file (adapt-2010.pdf)adapt-2010.pdf[Page from the department pamphlet (in Japanese)]