Human monitoring system using drones for riverside area

Recently, a lot of monitoring services using drones and unmanned aerial vehicles have been developed, owing to advantages of utilizing small flight devices such as easy access to the area of interest and wide observation range per hour. In drone based applications, intelligent and automatic service is one of important issues. In this paper, as one of intelligent drone based applications, human monitoring system for riverside area is proposed. The purpose of the human monitoring is automatically to recognize whether a person is in a danger region or not.

[1]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[2]  Impyeong Lee,et al.  Precise Geometric Registration of Aerial Imagery and LIDAR Data , 2011 .

[3]  Hyun-Woo Lee,et al.  Forest fire monitoring system based on aerial image , 2016, 2016 3rd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM).

[4]  Ali Farhadi,et al.  You Only Look Once: Unified, Real-Time Object Detection , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[5]  Sanghoon Lee,et al.  Reduction in encoding redundancy for overlapped FOVs over wireless visual sensor networks , 2016, Digit. Signal Process..

[6]  Sanghoon Lee,et al.  Link Capacity-Energy Aware WDC for Network Lifetime Maximization , 2015, IEEE Transactions on Mobile Computing.