VEHICLE TRACKING USING ACOUSTIC AND VIDEO SENSORS
Aswin C. Sankaranayanan, Qinfen Zheng, Rama Chellappa, Volkan Cevher, James H. McClellan, Gang Qian · 2006
In target tracking, fusing multi-modal sensor data under a power-performance trade-o is becoming increasingly important. Proper fusion of multiple modalities can help in achieving better tracking performance while decreasing the total power consumption. In this paper, we present a framework for tracking a target given joint acoustic and video observations from a co-located acoustic array and a video camera. We demonstrate on eld data that tracking of the direction-of-arrival of a target improves signi - cantly when the video information is incorporated at time instants when the acoustic signal-to-noise ratio is low.