Traffic Image Classification Method Based on Fractal Dimension
An image classification method based on fractal dimension was presented. Moreover, the fractal dimension of small complex traffic image was studied The result of the experiment show fractal dimension can be a good parameter in image classified and analysis. The classified result based on fractal dimension is the same as the result of classified according to persons subjective recept. To organize in a sequence of texture-image, texture-verge-image, texture-verge-smoo th-image, verge-smooth-image and smooth-image, the corresponding fractal dimension respectively is 2-2.1,2.1-2.35,2.35-2.45,2.45-2.5,2.5-3.0 and 2-2.2,2.2-2.45,2.45-2.55,2.55-2.6,2.6-3.0, when the boxs side is 2 and 4. As for traffic image, the fractal dimension respectively is 2.4-3.0 and 2.8-3.0, when boxs side is 2 and 4.
Traffic Image Processing Image Classification Fractal Dimension
CAO Wen-lun SHI ZHong-ke FENG Jian-hu
School of Automation, Northwestern Polytechnical University, Xian 710072, China College of Science, Changan University, Xian 710064, China
国际会议
Firth IEEE International Conference on Cognitive Informatics(第五届认知信息国际会议)
北京
英文
903-907
2006-07-17（万方平台首次上网日期，不代表论文的发表时间）