Image Alignment by Online Robust PCA via Stochastic Gradient Descent

Aligning a given set of images is usually conducted in batch mode manner, which not only requires large amount of memory but also adjusts all the previous transformations to register an input image. To address this issue, we propose a novel approach to image alignment by incorporating the geometric...

Ausführliche Beschreibung