Multimodal gesture recognition based on Choquet integral

• Published in: 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011) pp. 772 - 776
• Main Authors: Hirota, K., Vu, H. A., Le, P. Q., Fatichah, C., Liu, Z., Tang, Y., Tangel, M. L., Mu, Z., Sun, B., Yan, F., Masano, D., Thet, O., Yamaguchi, M., Dong, F., Yamazaki, Y.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2011
• Subjects: 3D Accelerometer; Accelerometers; Cameras; Choquet Integral; Gesture recognition; Human-Robot Interaction; Humans; Robot sensing systems; Sensor Fusion; Training data

A multimodal gesture recognition method is proposed based on Choquet integral by fusing information from camera and 3D accelerometer data. By calculating the optimal fuzzy measures for the camera recognition module and the accelerometer recognition module, the proposal obtains enough recognition rat...