The special section of the conference VOCAL focuses on algorithms and systems where optimization techniques are applied to solve image processing and computer vision problems. Topics include but not limited to: Continuous Optimization, Stochastic Optimization, MRFs, Belief Networks, Neural Networks, Genetic Algorithms, Graph Cuts, Linear Programming, and Dynamic Programming