Title :
A Simple Segmentation Approach for Sport Scene Images
Author :
Xia, Yongquan ; Liang, Shujun ; Li, Weili ; Ning, Shaohui
Author_Institution :
Dept. of Comput. & Commun. Eng., Zhengzhou Univ. of Light Ind., Zhengzhou, China
Abstract :
Segmentation of video objects is very important for video objects detection or tracking. A simple segmentation approach for sport scene images is proposed in this paper. Firstly, a simple method is applied to detect the interest pixels in images by the defined interest pixels extraction function; Secondly, all the detected interest pixels neighbored each other are grouped to object interest regions; after that, the non-interest pixels in interest region are changed to interest pixels by inner filling method; Thirdly, the binarized images can be easily segmented applying simple edge detection algorithms or contour tracing approaches. Several images captured from sport scene are used to test the proposed algorithm, the result indicate that the approach is valid and feasible.
Keywords :
edge detection; image segmentation; target tracking; video signal processing; contour tracing approaches; edge detection algorithms; inner filling method; object tracking; sport scene image segmentation approach; video object detection; video object segmentation; Communication industry; Computer industry; Computer vision; Filling; Image edge detection; Image segmentation; Layout; Object detection; Pixel; Testing;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5305252