[2D1] [General Session] 13. AI Application

[2D1-04] An action recognition system using a highly abstracted infrared array sensor

〇Shogo Murakami¹, Ikuko Eguchi Yairi¹ (1. Graduate School of Science and Technology, Sophia University)

Keywords:action recognition, nursery care for the elderly, highly abstracted infrared array sensor

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.