TY - GEN
T1 - Hybrid moving object detection system based on key frame extraction
AU - Du, Yu
AU - Wang, Xueyao
AU - Wang, Shi Ting
AU - Xue, Shuangshuang
AU - Qin, Zengchang
PY - 2011
Y1 - 2011
N2 - In this paper we construct a hybrid moving object detection system. In this system, we first use the frame difference method to extract key frames in a given video sequence, then use the optical flow method and the HSV background subtraction method to extract the moving objects, respectively. We propose two hybrid methods: Improved Optical Flow method and Improved HSV Background Subtraction method. Experimental results have shown that our proposed system has strong robustness and be effective to detect moving objects in various conditions. We also introduce a human-computer interaction tool for selecting the focus area for users. This system will largely benefit for real-world video surveillance applications.
AB - In this paper we construct a hybrid moving object detection system. In this system, we first use the frame difference method to extract key frames in a given video sequence, then use the optical flow method and the HSV background subtraction method to extract the moving objects, respectively. We propose two hybrid methods: Improved Optical Flow method and Improved HSV Background Subtraction method. Experimental results have shown that our proposed system has strong robustness and be effective to detect moving objects in various conditions. We also introduce a human-computer interaction tool for selecting the focus area for users. This system will largely benefit for real-world video surveillance applications.
KW - frame difference method
KW - improved HSV background subtraction method
KW - improved optical flow method
KW - key frame
KW - moving object detection
UR - https://www.scopus.com/pages/publications/80052257430
U2 - 10.1109/ICIEA.2011.5975624
DO - 10.1109/ICIEA.2011.5975624
M3 - 会议稿件
AN - SCOPUS:80052257430
SN - 9781424487554
T3 - Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
SP - 441
EP - 445
BT - Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
T2 - 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
Y2 - 21 June 2011 through 23 June 2011
ER -