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
会议名称	2007 International Conference on Wavelet Analysis and Pattern Recognition ICWAPR ';07
页码	pp 1090-1095
会议日期	2007/11/2-2007/11/4
会议地点	中国Beijing China
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.
关键词	Bidimensional Empirical Mode Decomposition Instantaneous Frequency Texture Gabor Filter Banks
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/12882
专题	智能制造技术与系统研究中心_多维数据分析（彭思龙）-技术团队
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],2008:pp 1090-1095.