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Kernel designs for efficient multiresolution edge detection and orientation estimation

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2 Author(s)
Wilson, R. ; Dept. of Comput Sci., Warwick Univ., Coventry, UK ; Bhalerao, A.H.

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

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:14 ,  Issue: 3 )