A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors

作者: R. Szeliski , R. Zabih , D. Scharstein , O. Veksler , V. Kolmogorov

DOI: 10.1109/TPAMI.2007.70844

关键词:

摘要: … It has been known for decades that such problems can be elegantly expressed as Markov random fields, yet the resulting energy minimization problems have been widely viewed as …

参考文章(48)
D. M. Greig, B. T. Porteous, A. H. Seheult, Exact Maximum A Posteriori Estimation for Binary Images Journal of the royal statistical society series b-methodological. ,vol. 51, pp. 271- 279 ,(1989) , 10.1111/J.2517-6161.1989.TB01764.X
Vladimir Kolmogorov, Carsten Rother, Comparison of energy minimization algorithms for highly connected graphs european conference on computer vision. pp. 1- 15 ,(2006) , 10.1007/11744047_1
C. Rother, S. Kumar, V. Kolmogorov, A. Blake, Digital tapestry [automatic image synthesis] computer vision and pattern recognition. ,vol. 1, pp. 589- 596 ,(2005) , 10.1109/CVPR.2005.130
Vladimir Kolmogorov, Ramin Zabih, Multi-camera Scene Reconstruction via Graph Cuts european conference on computer vision. pp. 82- 96 ,(2002) , 10.1007/3-540-47977-5_6
Martin Wainwright, Tommi Jaakkola, Alan Willsky, Tree consistency and bounds on the performance of the max-product algorithm and its generalizations Statistics and Computing. ,vol. 14, pp. 143- 166 ,(2004) , 10.1023/B:STCO.0000021412.33763.D5
Stephen T. Barnard, Stochastic stereo matching over scale International Journal of Computer Vision. ,vol. 3, pp. 17- 32 ,(1989) , 10.1007/BF00054836
Alexei A. Efros, William T. Freeman, Image quilting for texture synthesis and transfer international conference on computer graphics and interactive techniques. pp. 341- 346 ,(2001) , 10.1145/383259.383296
Aseem Agarwala, Mira Dontcheva, Maneesh Agrawala, Steven Drucker, Alex Colburn, Brian Curless, David Salesin, Michael Cohen, Interactive digital photomontage ACM Transactions on Graphics. ,vol. 23, pp. 294- 302 ,(2004) , 10.1145/1015706.1015718