Title :
Research on Evaluation of Image Segmentation Based on Measurement Method of Particle´s Parameters
Author :
Qu, Zhong ; Ma, Qingwei
Author_Institution :
Coll. of Comput. Sci. & Technol., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
The evaluation of the quality of image segmentation is one of the most difficult problems to be solved. We proposed a method to calculate the parameters of particle shape and particle size distribution and so on by means of particle image measuring in this article. So that we can evaluate the accuracy of image segmentation, and compare the seven types of segmentation evaluation methods. It has been proved that this method can better evaluate the advantages and disadvantages of image segmentation algorithms through simulation of the qualitative and quantitative analysis.
Keywords :
image segmentation; image segmentation algorithms; measurement method; particle image measuring; particle shape distribution; particle size distribution; Atmospheric measurements; Complexity theory; Image segmentation; Particle measurements; Pixel; Shape; Shape measurement; evaluation of segmentation; image segmentation; measurement method of particle´s parameters;
Conference_Titel :
Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2010 2nd International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4244-7869-9
DOI :
10.1109/IHMSC.2010.158