메뉴 건너뛰기




Volumn , Issue , 2012, Pages 1688-1695

A bundle approach to efficient MAP-inference by Lagrangian relaxation

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; BENCHMARK EXPERIMENTS; BUNDLE METHODS; DUAL OBJECTIVE FUNCTION; GRAPHICAL MODEL; KEY TECHNIQUES; LAGRANGIAN RELAXATION; NON-SMOOTH; NON-SMOOTHNESS; PROBLEM INSTANCES; PROJECTED SUBGRADIENT METHODS; SPECIFIC PROBLEMS; TUNING PARAMETER;

EID: 84866653674     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247863     Document Type: Conference Paper
Times cited : (46)

References (26)
  • 3
    • 4344598245 scopus 로고    scopus 로고
    • An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision
    • September. 5
    • Y. Boykov and V. Kolmogorov. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. IEEE Trans. Pattern Anal. Mach. Intell., 26:1124-1137, September 2004. 5
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2
  • 7
    • 78149346969 scopus 로고    scopus 로고
    • MRF inference by k-fan decomposition and tight Lagrangian relaxation
    • Springer Berlin / Heidelberg. 1, 3, 5
    • J. H. Kappes, S. Schmidt, and C. Schnörr. MRF inference by k-fan decomposition and tight Lagrangian relaxation. In European Conference on Computer Vision (ECCV), volume 6313, pages 735-747. Springer Berlin / Heidelberg, 2010. 1, 3, 5
    • (2010) European Conference on Computer Vision (ECCV) , vol.6313 , pp. 735-747
    • Kappes, J.H.1    Schmidt, S.2    Schnörr, C.3
  • 8
    • 0020912156 scopus 로고
    • An aggregate subgradient method for nonsmooth convex minimization
    • 2, 3, 4
    • K. Kiwiel. An aggregate subgradient method for nonsmooth convex minimization. Mathematical Programming, 27:320-341, 1983. 2, 3, 4
    • (1983) Mathematical Programming , vol.27 , pp. 320-341
    • Kiwiel, K.1
  • 9
    • 0025208765 scopus 로고
    • Proximity control in bundle methods for convex nondifferentiable minimization
    • 1, 2, 3, 4
    • K. C. Kiwiel. Proximity control in bundle methods for convex nondifferentiable minimization. Math. Program., pages 105-122, 1990. 1, 2, 3, 4
    • (1990) Math. Program. , pp. 105-122
    • Kiwiel, K.C.1
  • 10
    • 33750129298 scopus 로고    scopus 로고
    • Convergent tree-reweighted message passing for energy minimization
    • 1, 6
    • V. Kolmogorov. Convergent tree-reweighted message passing for energy minimization. IEEE Trans. Patt. Anal. Mach. Intell., 28(10):1568-1583, 2006. 1, 6
    • (2006) IEEE Trans. Patt. Anal. Mach. Intell. , vol.28 , Issue.10 , pp. 1568-1583
    • Kolmogorov, V.1
  • 13
    • 84858898840 scopus 로고    scopus 로고
    • Lagrangian relaxation
    • M. Jünger and D. Naddef, editors, volume 2241 of Lecture Notes in Computer Science, Springer. 1, 3, 4
    • C. Lemaréchal. Lagrangian relaxation. In M. Jünger and D. Naddef, editors, Computational Combinatorial Optimization, volume 2241 of Lecture Notes in Computer Science, pages 112-156. Springer, 2001. 1, 3, 4
    • (2001) Computational Combinatorial Optimization , pp. 112-156
    • Lemaréchal, C.1
  • 15
    • 77951167674 scopus 로고    scopus 로고
    • Message-passing for graph-structured linear programs: Proximal methods and rounding schemes
    • 1
    • P. D. Ravikumar, A. Agarwal, and M. J. Wainwright. Message-passing for graph-structured linear programs: Proximal methods and rounding schemes. Journal of Machine Learning Research, 11:1043- 1080, 2010. 1
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 1043-1080
    • Ravikumar, P.D.1    Agarwal, A.2    Wainwright, M.J.3
  • 16
    • 37549002539 scopus 로고    scopus 로고
    • A merit function approach to the subgradient method with averaging
    • February. 1, 5
    • A. Ruszczynski. A merit function approach to the subgradient method with averaging. Optimization Methods Software, 23:161-172, February 2008. 1, 5
    • (2008) Optimization Methods Software , vol.23 , pp. 161-172
    • Ruszczynski, A.1
  • 18
    • 33947143988 scopus 로고
    • Syntactic analysis of two-dimensional visual signals in noisy conditions
    • 1
    • M. Schlesinger. Syntactic analysis of two-dimensional visual signals in noisy conditions. Kibernetika, 4:113- 130, 1976. 1
    • (1976) Kibernetika , vol.4 , pp. 113130
    • Schlesinger, M.1
  • 19
    • 51949102883 scopus 로고    scopus 로고
    • Solution to structural recognition (max,+)-problems by their equivalent transformations
    • 1
    • M. Schlesinger and V. Giginyak. Solution to structural recognition (max,+)-problems by their equivalent transformations. Control Systems and Machines, (1,2), 2007. 1
    • (2007) Control Systems and Machines , Issue.1-2
    • Schlesinger, M.1    Giginyak, V.2
  • 20
    • 80051766158 scopus 로고    scopus 로고
    • Evaluation of a first-order primaldual algorithm for MRF energy minimization
    • volume 6819 of LNCS, Springer. 1
    • S. Schmidt, B. Savchynskyy, J. H. Kappes, and C. Schnörr. Evaluation of a first-order primaldual algorithm for MRF energy minimization. In EMMCVPR, volume 6819 of LNCS, pages 89-103. Springer, 2011. 1
    • (2011) EMMCVPR , pp. 89-103
    • Schmidt, S.1    Savchynskyy, B.2    Kappes, J.H.3    Schnörr, C.4
  • 21
    • 0003995427 scopus 로고
    • Minimization methods for non-differentiable functions
    • Springer-Verlag. 3
    • N. Shor. Minimization methods for non-differentiable functions. Springer series in computational mathematics. Springer-Verlag, 1985. 3
    • (1985) Springer Series in Computational Mathematics
    • Shor, N.1
  • 25
    • 34249652006 scopus 로고    scopus 로고
    • A linear programming approach to maxsum problem: A review
    • July. 1
    • T. Werner. A linear programming approach to maxsum problem: A review. IEEE Trans. Pattern Analysis and Machine Intelligence, 29(7):1165-1179, July 2007. 1
    • (2007) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.29 , Issue.7 , pp. 1165-1179
    • Werner, T.1
  • 26
    • 80053148208 scopus 로고    scopus 로고
    • Planar cycle covering graphs
    • 1, 3
    • J. Yarkony, A. Ihler, and C. Fowlkes. Planar cycle covering graphs. In UAI, 2011. 1, 3
    • (2011) UAI
    • Yarkony, J.1    Ihler, A.2    Fowlkes, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.