About our laboratory

Intelligent Information processing laboratory at Hosei University was established in 2010. We are investigating several inquisitive and unique topics especially based on machine learning, computer vision and medical image analysis techniques. Currently, we have 10 master students and 16 undergraduate students (10 senior, 6 junior). 

Our vision and policy

・We trust and respect for individuals.
・We achieve our common objectives through teamwork.
・We open the door.

Research topics

Each member has an independent research theme selected according to their interest and laboratory expertise. In present, our research topic can be categorized as followings:

(1) Intelligent information processing & Data analysis group

・Development of new machine learning scheme (deep learning)
・Risk estimation  for several applications (mainly for medical purpose)
・Text mining, Text analysis (Classification of newspaper, Analysis of SNS)

(2) Image and movie analysis group

・Multi-camera based super-resolution
・Watermarking for text documents
・Analysis of human behaviour (in classroom, in conversation +deep learning)
・Low-cost  surveillance system
・Automated plant disease diagnosis system (+ deep learning)

(3) Medical engineering and healthcare group

・Automated melanoma diagnosis
・Quantification of disease (mainly in dermatology)