Texture analysis based on BEMD and Gabor filter banks

	Texture analysis based on BEMD and Gabor filter banks
	Xuan Bo; Peng Si-Long; Xie Qiwei; BO XUAN
	2008
会议日期	2007/11/2-2007/11/4
会议地点	中国Beijing China
关键词	Bidimensional Empirical Mode Decomposition Instantaneous Frequency Texture Gabor Filter Banks
页码	pp 1090-1095
英文摘要	This paper proposes the bandwidth criterion and Gabor decomposition algorithm for bidimensional empirical mode decomposition (BEMD). The Fourier spectrum of the intrinsic mode functions (IMFs) obtained by bandwidth BEMD have some center frequencies. Based on this feature Gabor filter banks are designed to decompose IMFs into components which have reasonable instantaneous frequency. The performance of the proposed texture analysis algorithms is demonstrated with both synthetic and natural images.
内容类型	会议论文
源URL	[http://ir.ia.ac.cn/handle/173211/12882]
专题	自动化研究所_智能制造技术与系统研究中心_多维数据分析团队
通讯作者	BO XUAN
推荐引用方式 GB/T 7714	Xuan Bo,Peng Si-Long,Xie Qiwei,et al. Texture analysis based on BEMD and Gabor filter banks[C]. 见:. 中国Beijing China. 2007/11/2-2007/11/4.