Recent advances on Image edge detection

Abstract

This chapter delves into the intricate field of image edge detection, a pivotal aspect of computer vision and image processing. It provides a comprehensive exploration of the underlying principles, methodologies, and algorithms employed in the identification and extraction of significant contours in digital images. Traditional edge detection techniques, as well as advanced approaches that are based deep learning, are thoroughly examined.