Host: The Japanese Society for Artificial Intelligence
Name : The 32nd Annual Conference of the Japanese Society for Artificial Intelligence, 2018
Number : 32
Location : [in Japanese]
Date : June 05, 2018 - June 08, 2018
According to the population growth of the aged people, the needs of action recognition system for elderly care are increasing. Upcoming IoT era, the privacy issues of the vision based human action recognition is still primary concerns. With due consideration of the privacy protection of users, we have been proposing a system using an infrared array sensor with high abstraction and low resolution. This paper reports the developed simulator to reproduce the behavior of the human, the data collection under various situations using infrared sensor and the simulator, and classification results whose accuracy was more than 90% using machine learning.
