Title :
Image Processing Approach to Automatic Scoring System for Archery Targets
Author :
Thi Thi Zin ; Oka, Ikuo ; Sasayama, Teruyoshi ; Ata, Shingo ; Watanabe, Hiromi ; Sasano, Hiroshi
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
Abstract :
This paper proposes an image processing approach to automatic scoring system for archery targets. Specifically, the proposed system first performs Morphological operations on the target image to obtain thick boundaries of the arrow hits and then the image segmentation process is applied to segment the target area by using color and shape features. In doing so, a dynamic thresholding is applied to handle the possible effects of illumination variations and the bull´s eyes or the target concentric circles are segmented by using geometrical properties of circles and ellipses to calculate hit scores. Thus the system can have a capability of scoring inside and outside the concentric circles separately. The proposed method is tested by using our own video sequences taken in the self-conducted experiments performed by four archers on two different days shooting 6 arrows. The test results show that the proposed scoring system is promising with an accuracy rate of 100%.
Keywords :
feature extraction; image colour analysis; image segmentation; image sequences; sport; video signal processing; archery targets; automatic scoring system; color feature; dynamic thresholding; illumination variations; image processing approach; image segmentation process; morphological operations; shape feature; video sequences; Accuracy; Gold; Head; Image color analysis; Image segmentation; Morphological operations; Noise; archery scoring; background modeling; geometric transform; image segmentation; morphological operations;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2013 Ninth International Conference on
Conference_Location :
Beijing
DOI :
10.1109/IIH-MSP.2013.73