5 citations · 8 across the 4 of their papers we have counts for
4 papers · 1 filter
Simulating CRF with CNN for CNN
Lena Gorelick, Olga Veksler
Combining CNN with CRF for modeling dependencies between pixel labels is a popular research direction. This task is far from trivial, especially if end-to-end training is desired.…
An Experimental Comparison of Trust Region and Level Sets
Lena Gorelick, Ismail BenAyed, Frank R. Schmidt +1
High-order (non-linear) functionals have become very popular in segmentation, stereo and other computer vision problems. Level sets is a well established general gradient descent f…
Submodularization for Quadratic Pseudo-Boolean Optimization
Lena Gorelick, Yuri Boykov, Olga Veksler +2
Many computer vision problems require optimization of binary non-submodular energies. We propose a general optimization framework based on local submodular approximations (LSA). Un…
Efficient Regularization of Squared Curvature
Claudia Nieuwenhuis, Eno Toeppe, Lena Gorelick +2
Curvature has received increased attention as an important alternative to length based regularization in computer vision. In contrast to length, it preserves elongated structures a…