Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of the art in th

Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. Yet the list of applications that rely on automatic proces

Signal Processing for Computer Vision is a unique and thorough treatment of the signal processing aspects of filters and operators for low-level computer vision

Matrix-valued data sets – so-called second order tensor fields – have gained significant importance in scientific visualization and image processing due to

This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent System