Title :
The scale value selection and the edge detection method based on the wavelet decomposition in scale space
Author :
Ji, Guang-Rong ; Guo-Yu Wang ; Ning Wang ; Zheng, Bing ; Feng, Tian-Jin ; He, Jian-wen
Author_Institution :
Dept. of Electr. Eng., Ocean Univ. of Qingdao, China
Abstract :
With the analysis of two typical edges which are frequently encountered in scale-space edge detection, we discuss the relationship between the minimum resolution of the digital image and the scale value to be used. The constraint for selection of the scale value in edge detection with respect to minimum resolution is derived. Concerning the requirement of multiscale image analysis through a searching strategy, we propose an approach for edge detection in scale space based on the wavelet decomposition using the first and second derivative of the Gaussian function as the wavelet
Keywords :
edge detection; image resolution; search problems; wavelet transforms; Gaussian function; image resolution; minimum resolution; multiscale image analysis; scale space edge detection; scale value selection; searching strategy; wavelet decomposition; Computer vision; Convolution; Digital images; Fourier transforms; Helium; Image analysis; Image edge detection; Image resolution; Smoothing methods; Wavelet analysis;
Conference_Titel :
Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4253-4
DOI :
10.1109/ICIPS.1997.669245
