Research - Optimization


MRF Optimization by Graph Approximation

Wonsik Kim, Kyoung Mu Lee
in CVPR 2015 [Paper]



Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization

Wonsik Kim, Kyoung Mu Lee
in CVPR 2014 [Paper]



Markov Chain Monte Carlo Combined with Deterministic Methods for Markov Random Field Optimization

Wonsik Kim, Kyoung Mu Lee
in CVPR 2009 [Project Page] [Paper]



Window Annealing over Square Lattice Markov Random Field

Ho Yub Jung, Kyoung Mu Lee, and Sang Uk Lee
in ECCV 2008 [Paper]



Toward Global Minimum through Combined Local Minima

Ho Yub Jung, Kyoung Mu Lee, and Sang Uk Lee
in ECCV 2008 [Paper]



Stereo Matching Using Population-Based MCMC

Wonsik Kim, Joonyoung Park, Kyoung Mu Lee
in IJCV 2008, ACCV 2007 [Project Page] [IJCV Paper] [ACCV Paper]