@inproceedings{00fcc1b73de8494a9911531b820dcd68,
title = "Multi-feature based high-speed ball shape target tracking",
abstract = "Ball shape object tracking is very important in sports video analysis such as tennis, golf ball and basketball. In this paper, a real-time high speed moving ball shape object tracking algorithm based on frame difference and multi-feature fusion is proposed. First of all, it detects the frame difference between the adjacent two frames. Then it divides the difference image into several small contours and decides if they are moving ball shape object areas by multi-feature based algorithm. It labelled the ball shape object and the smallest rectangle ROI (Region Of Interesting) which contains the moving object. At last, according to the location and size of ROI, intelligently control the size and location of CMOS image senor's ROI. We also proposed a system to implement and validate the proposed algorithm in a wireless pan-tilt camera system. Experimental results show that the algorithm can be applied to real-time tracking of ball shape object with a high recognition rate, and the ROI control method can enhance the processing efficiency.",
keywords = "Ball shape target, Contour, Hu-moment, Multi-feature, ROI control",
author = "Congyi Lyu and Yunhui Liu and Bing Li and Haoyao Chen",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics ; Conference date: 08-08-2015 Through 10-08-2015",
year = "2015",
month = sep,
day = "28",
doi = "10.1109/ICInfA.2015.7279260",
language = "英语",
series = "2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "67--72",
booktitle = "2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics",
address = "美国",
}