A Near-Linear Time Algorithm for the Chamfer Distance

Explore a groundbreaking algorithm for computing the Chamfer distance in near-linear time through this 54-minute lecture by Piotr Indyk from MIT. Delve into the intricacies of sketching techniques and algorithm design as applied to this fundamental problem in computational geometry. Gain insights into the innovative approach that significantly improves upon previous methods, potentially revolutionizing applications in computer vision, pattern recognition, and image processing.