Title :
Human action recognition for night vision using temporal templates with infrared thermal camera
Author :
Hyukmin Eum ; Jeisung Lee ; Changyong Yoon ; Mignon Park
Author_Institution :
Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fDate :
Oct. 30 2013-Nov. 2 2013
Abstract :
This paper presents human action recognition at night. Because it is difficult to detect object applying only color or infrared camera at night, we use infrared thermal camera. And temporal templates, HoG and SVM are employed. Our experimental results show that the system achieves good performance.
Keywords :
gesture recognition; image colour analysis; night vision; object detection; support vector machines; HoG; SVM; color camera; human action recognition; infrared camera; infrared thermal camera; night vision; object detection; temporal templates; Action Recognition; Histogram of Oriented Gradients; Infrared Thermal Image; Motion History Image; Support Vector Machine;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2013 10th International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-4799-1195-0
DOI :
10.1109/URAI.2013.6677407
