PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation.

作者: Frederic Besse , Carsten Rother , Andrew Fitzgibbon , Jan Kautz

DOI: 10.5244/C.26.132

关键词:

摘要: … propagate samples. We show how these ingredients are related to steps in a specific form of belief propagation (… This paper draws a new connection between two existing algorithms for …

参考文章(16)
Alexander T. Ihler, David A. McAllester, Particle Belief Propagation international conference on artificial intelligence and statistics. ,vol. 5, pp. 256- 263 ,(2009)
Koichiro Yamaguchi, Tamir Hazan, David McAllester, Raquel Urtasun, Continuous Markov Random Fields for Robust Stereo Estimation Computer Vision – ECCV 2012. pp. 45- 58 ,(2012) , 10.1007/978-3-642-33715-4_4
Connelly Barnes, Eli Shechtman, Dan B. Goldman, Adam Finkelstein, The generalized patchmatch correspondence algorithm european conference on computer vision. pp. 29- 43 ,(2010) , 10.1007/978-3-642-15558-1_3
Michael Bleyer, Christoph Rhemann, Carsten Rother, PatchMatch Stereo - Stereo Matching with Slanted Support Windows. british machine vision conference. pp. 1- 11 ,(2011) , 10.5244/C.25.14
Connelly Barnes, Eli Shechtman, Adam Finkelstein, Dan B Goldman, PatchMatch: a randomized correspondence algorithm for structural image editing international conference on computer graphics and interactive techniques. ,vol. 28, pp. 24- ,(2009) , 10.1145/1531326.1531330
Alexander Mansfield, Mukta Prasad, Carsten Rother, Toby Sharp, Pushmeet Kohli, Luc Van Gool, Transforming Image Completion. british machine vision conference. pp. 1- 11 ,(2011) , 10.5244/C.25.121
Kaiming He, Christoph Rhemann, Carsten Rother, Xiaoou Tang, Jian Sun, A global sampling method for alpha matting CVPR 2011. pp. 2049- 2056 ,(2011) , 10.1109/CVPR.2011.5995495
C. Sutton, A. McCallum, C. Pal, Sparse Forward-Backward Using Minimum Divergence Beams for Fast Training Of Conditional Random Fields international conference on acoustics, speech, and signal processing. ,vol. 5, pp. 581- 584 ,(2006) , 10.1109/ICASSP.2006.1661342
Yoav HaCohen, Eli Shechtman, Dan B. Goldman, Dani Lischinski, Non-rigid dense correspondence with applications for image enhancement ACM SIGGRAPH 2011 papers on - SIGGRAPH '11. ,vol. 30, pp. 70- ,(2011) , 10.1145/1964921.1964965
Michael Isard, John MacCormick, Kannan Achan, Continuously-adaptive discretization for message-passing algorithms neural information processing systems. ,vol. 21, pp. 737- 744 ,(2008)