標題: A new method for texture analysis using morphological gradient texture histograms
作者: Lee, JH
Hsueh, YC
交大名義發表
資訊工程學系
National Chiao Tung University
Department of Computer Science
關鍵字: texture analysis;morphological gradient texture histogram;texture classification
公開日期: 1-五月-1996
摘要: A new method using Morphological Gradients, which measures the degree of roughness of image surface, is proposed for texture analysis. In this method, the local texture feature for a given pixel is characterized by its corresponding morphological gradient, and the global texture aspect of an image, denoted the Morphological Gradient Texture Histogram (MGTH), is used as a distinguishing feature for texture analysis and classification. To evaluate the performance of the proposed method, supervised texture classification and rotated texture classification are applied. Experimental results reveal high accuracy classification rates and show that the proposed method is a good tool for texture analysis.
URI: http://hdl.handle.net/11536/1340
ISSN: 0253-3839
期刊: JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS
Volume: 19
Issue: 3
起始頁: 393
結束頁: 399
顯示於類別:期刊論文