Mid-Level Image&Video Parsing
This talk presents an detailed introduction about midlevel image parsing (by primal sketch) and video parsing (by video primal sketch). We also include the formulation and derivation the models employed in these two works.
Human Re-identification: A Survey
This talk presents a brief summary on person re-identification, discussing the problem, existing methods, empirical studies and datasets.
Inference Algorithms: A Tutorial
This talk presents an introduction about inference algorithms on graphical models, including belief propagation, mean field, Monte Carlo methods (MCMC, Data-Driven MCMC, Swendsen-Wang Cuts and Compoiste Cluster Sampling). Also a detailed illustration about graphical models and Monto Carlo basics is covered inside the tutorial.