Title :
Automatic counting method using fast radial symmetry transform
Author :
Viriyasaksathian, Boonyarat ; Wongsawat, Yodchanan
Author_Institution :
Dept. of Biomed. Eng., Mahidol Univ., Nakornprathom
Abstract :
This paper proposes an automatic but simple counting method for counting the symmetric objects. In stead of using the classical thresholding method to segment the area of interest, fast radial symmetry transform is employed to segment the symmetric areas which are also the areas of interest. Simulation results show that the proposed counting method yields 100% counting accuracy in pills counting even though the pills are overlapped and of different sizes.
Keywords :
image segmentation; symmetry; transforms; automatic counting; fast radial symmetry transform; image segmentation; image thresholding; symmetric objects; Biomedical engineering; Biomimetics; Computational complexity; Gray-scale; Image converters; Image edge detection; Image segmentation; Labeling; Pixel; Robotics and automation; Counting; Image segmentation and Fast radial symmetry transform;
Conference_Titel :
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-2678-2
Electronic_ISBN :
978-1-4244-2679-9
DOI :
10.1109/ROBIO.2009.4913339