I propose a notion of visual information as the complexity not of the raw images, but of the images after the effects of nuisance factors such as viewpoint and illumination are dis...
Natural images are known to have scale invariant statistics. While some eariler studies have reported the kurtosis of marginal bandpass filter response distributions to be constant...
Methods for super-resolution (SR) can be broadly classified into two families of methods: (i) The classical multi-image super-resolution (combining images obtained at subpixel misa...
Many solutions to computer vision and image processing problems involve the minimization of multi-label energy functions with up to K variables in each term. In the minimization pr...
Hi, I am Pavan Kumar Turaga. I am pursuing my PhD in the Electrical and Computer Engineering Department at the University of Maryland, College Park under the guidance of Prof. Rama...
Hayko Riemenschneider is currently a post-doctoral researcher at the Computer Vision Laboratory at ETH Zurich. He received a Doctor of Philosophy (PhD) in computer science in 2012 ...
Many applications in computer vision require comparisons
between two images of the same scene. Comparison
applications usually assume that corresponding regions in
the two image...