Texton construction using anisotropic diffusion filters

	Texton construction using anisotropic diffusion filters
	Yi Mo; Liu Zhongxuan; Peng Silong; Mo Yi
	2005
会议名称	2005 IEEE Networking Sensing and Control ICNSC2005
页码	pp 988-992
会议日期	2005/3/19-2005/3/22
会议地点	United statesTucson AZ United states
摘要	A novel and efficient anisotropic diffusion filters method for texton construction is presented in this paper. Recently texton based texture analysis has been an intensely researched topic especially using Gabor filters output as features for texton construction. While the redundancy of Gabor filters makes texton based methods highly time costing. Considering the time cost reducing problem anisotropic diffision (AD) filters are introduced in feature extraction for texton construction. Because anisotropic diffusion makes lots o f similar features effectively merge together this method Iargely reduces feature vectors and time cost on the basis of reliable texton construction. Becauseof the nonlinearity of nonlinear diffusionthe widely used histogram comparison technique-Earth Move Distance (EMD)- is not effective for this framework an appropriate method is proposed instead. Experiments demonstrate the better quality of our method.
关键词	无
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/12892
专题	智能制造技术与系统研究中心_多维数据分析
通讯作者	Mo Yi
推荐引用方式 GB/T 7714	Yi Mo,Liu Zhongxuan,Peng Silong,et al. Texton construction using anisotropic diffusion filters[C],2005:pp 988-992.