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Pyramid is an algorithm that produces a set of subsampled images that are smaller than the original.

Canny edge detection is a popular, tunable algorithm that extracts high-quality edges from images.

Convolution operations are important in image processing, particularly in filtering. GPU compute can improve performance significantly.

This book provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods.