Optimization, graphical models, MRFs etc. |
Filip Šroubek |
Fast convolutional sparse coding (Bristow et al. 2013) |
Jan Kotera |
An iterated l1 algorithm for non-smooth non-convex optimization in CV (Ochs et al. 2012) |
Michal Bartoš |
Stochastic deconvolution (Gregson et al. 2013) |
Luboš Soukup |
Regression tree fields (Jancsary et al. 2012) and applications |
Adam Novozámský |
Noise variance estimation - state of the art, limits and applications |
Tomáš Suk |
Fast, Accurate Detection of 100,000 Object Classes on a Single Machine (Dean et al., CVPR 2013 best paper award) |
Jan Schier |
Fast Interscale Wavelet Denoising of Poisson-Corrupted Images (Luisier et al., Signal Processing, vol. 90, no. 2, pp. 415-427) |
Jindra Soukup |
Chapters on diffraction optics |
Jiří Sedlář |
Segmentation of CT and PET-CT images based on statistical region merging |
Michal Šorel |
Robust transform estimation on point sets |