Sergei Solonets

An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment

Direct image alignment is a widely used technique for relative 6DoF pose estimation between two images, but its accuracy strongly depends on pose initialization. Therefore, recent end-to-end frameworks increase the convergence basin of the learned feature descriptors with special training objectives…