AN EXAMINATION OF FRACTAL DIMENSION APPROACH OF IMAGE CLASSIFICATION

摘要：

In this paper we tested the application of fractal dimension on gamma-ray images. We discover that, contrary to general belief, fractal dimension is not always a good tool to help us to select the images that we are interested. Besides, we have pointed out that similar fractal dimension doesnt means there are similar fractal pattern. We also discussed the possibility of applying fractal dimension in image recognition. We conclude that it should be careful to use FD as the main tool to recognize images but it can be an auxiliary parameter to help the decision.

关键词： Fractal Fractal dimension Image classification

作者: AN-ZEN SHIH

作者单位: Department of Information Engineering, Jin-Wen Technology University, Taipei, Taiwan

会议类型: 国际会议

会议名称: 2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

会议地点: 昆明

会议语种:英文

页码: 3156-3160

在线出版日期: 2008-07-12（万方平台首次上网日期，不代表论文的发表时间）