Title :
Kernel designs for efficient multiresolution edge detection and orientation estimation
Author :
Wilson, R. ; Bhalerao, A.H.
Author_Institution :
Dept. of Comput Sci., Warwick Univ., Coventry, UK
fDate :
3/1/1992 12:00:00 AM
Abstract :
Deals with the design of filter kernels having specified radial and angular frequency responses based on combined optimization and frequency sampling. This is used to generate small-radius, low-pass, and edge-detection kernels for multiresolution pyramids. The performance of the new kernels in estimating orientation is shown to be significantly better than that of other commonly used pyramid kernels
Keywords :
filtering and prediction theory; optimisation; pattern recognition; picture processing; angular frequency responses; filter kernels; frequency sampling; multiresolution edge detection; multiresolution pyramids; optimization; orientation estimation; pattern recognition; picture processing; radial frequency responses; Design methodology; Fast Fourier transforms; Frequency estimation; Image analysis; Image edge detection; Image processing; Image texture analysis; Kernel; Low pass filters; Sampling methods;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
