메뉴 건너뛰기




Volumn 23, Issue 5, 2014, Pages 2122-2132

Learning joint intensity-depth sparse representations

Author keywords

dictionary learning; hybrid image depth sensors; Sparse approximations

Indexed keywords

LEARNING ALGORITHMS;

EID: 84898681407     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2312645     Document Type: Article
Times cited : (42)

References (28)
  • 2
    • 1942521232 scopus 로고    scopus 로고
    • An all-solid-state optical range camera for 3D real-timeimaging with sub-centimeter depth resolution (SwissRanger)
    • Feb.
    • T. Oggier et al., "An all-solid-state optical range camera for 3D real-timeimaging with sub-centimeter depth resolution (SwissRanger)," Proc.SPIE, vol. 5200, pp. 534-545, Feb. 2004.
    • (2004) Proc.SPIE , vol.5200 , pp. 534-545
    • Oggier, T.1
  • 3
    • 79960129510 scopus 로고    scopus 로고
    • Mar. Microsoft Corp. Redmond WA USA [Online]. Available
    • (2014, Mar.). Microsoft Kinect, Microsoft Corp., Redmond, WA, USA [Online]. Available: http://www.xbox.com/en-US/kinect
    • (2014) Microsoft Kinect
  • 5
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by V1?
    • DOI 10.1016/S0042-6989(97)00169-7, PII S0042698997001697
    • B. A. Olshausen and D. Field, "Sparse coding with an overcompletebasis set: A strategy employed by V1?" Vis. Res., vol. 37, no. 23,pp. 3311-3325, 1997. (Pubitemid 27493805)
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 6
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • M. S. Lewicki and T. J. Sejnowski, "Learning overcomplete representations,"Neural Comput., vol. 12, no. 2, pp. 337-65, 2000.
    • (2000) Neural Comput. , vol.12 , Issue.2 , pp. 337-365
    • Lewicki, M.S.1    Sejnowski, T.J.2
  • 7
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • DOI 10.1109/TIP.2006.881969
    • M. Elad and M. Aharon, "Image denoising via sparse and redundantrepresentations over learned dictionaries," IEEE Trans. Image Process.,vol. 15, no. 12, pp. 3736-3745, Dec. 2006. (Pubitemid 44811686)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 12
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • DOI 10.1109/TIT.2005.858979
    • E. J. Candés and T. Tao, "Decoding by linear programming," IEEETrans. Inf. Theory, vol. 51, no. 12, pp. 4203-4215, Dec. 2005. (Pubitemid 41800353)
    • (2005) IEEE Transactions on Information Theory , vol.51 , Issue.12 , pp. 4203-4215
    • Candes, E.J.1    Tao, T.2
  • 13
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • DOI 10.1002/cpa.20124
    • E. J. Candès, J. Romberg, and T. Tao, "Stable signal recovery fromincomplete and inaccurate measurements," Commun. Pure Appl. Math.,vol. 59, no. 8, pp. 1207-1223, 2006. (Pubitemid 43988295)
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candes, E.J.1    Romberg, J.K.2    Tao, T.3
  • 14
    • 33744552752 scopus 로고    scopus 로고
    • For most large underdetermined systems of equations,the minimal-1-norm near-solution approximates the sparsest nearsolution
    • D. L. Donoho, "For most large underdetermined systems of equations,the minimal-1-norm near-solution approximates the sparsest nearsolution,"Commun. Pure Appl. Math., vol. 59, no. 7, pp. 907-934, 2006.
    • (2006) Commun. Pure Appl. Math. , vol.59 , Issue.7 , pp. 907-934
    • Donoho, D.L.1
  • 15
    • 55049086609 scopus 로고    scopus 로고
    • Exact and approximate sparse solutions ofunderdetermined linear equations
    • S. Jokar and M. E. Pfetsch, "Exact and approximate sparse solutions ofunderdetermined linear equations," SIAM J. Sci. Comput., vol. 31, no. 1,pp. 23-44, 2008.
    • (2008) SIAM J. Sci. Comput. , vol.31 , Issue.1 , pp. 23-44
    • Jokar, S.1    Pfetsch, M.E.2
  • 16
    • 0033293480 scopus 로고    scopus 로고
    • A convergence analysis of the scaling-invariant primal-dualpath-following algorithms for second-order cone programming
    • T. Tsuchiya, "A convergence analysis of the scaling-invariant primal-dualpath-following algorithms for second-order cone programming," Optim.Methods Softw., vol. 11, nos. 1-4, pp. 141-182, 1998.
    • (1998) Optim. Methods Softw. , vol.11 , Issue.1-4 , pp. 141-182
    • Tsuchiya, T.1
  • 17
    • 0348006618 scopus 로고    scopus 로고
    • On implementing a primal-dual interior-point method for conic quadratic optimization
    • DOI 10.1007/s10107-002-0349-3
    • E. D. Andersen, C. Roos, and T. Terlaky, "On implementing a primaldualinterior-point method for conic quadratic optimization," Math.Program., vol. 95, no. 2, pp. 249-277, 2003. (Pubitemid 44757855)
    • (2003) Mathematical Programming, Series B , vol.95 , Issue.2 , pp. 249-277
    • Andersen, E.D.1    Roos, C.2    Terlaky, T.3
  • 18
    • 78651276390 scopus 로고    scopus 로고
    • Mar. IBMArmonk NY USA [Online]
    • (2014, Mar.). IBM ILOG CPLEX Optimizer. IBM,Armonk, NY, USA [Online]. Available: http://www-01.ibm.com/software/commerce/optimization/cplex-optimizer/
    • (2014) IBM ILOG CPLEX Optimizer
  • 19
    • 23844431650 scopus 로고    scopus 로고
    • Simultaneous variableselection
    • B. A. Turlach, W. N. Venables, and S. J. Wright, "Simultaneous variableselection," Technometrics, vol. 47, no. 3, pp. 349-363, 2005.
    • (2005) Technometrics , vol.47 , Issue.3 , pp. 349-363
    • Turlach, B.A.1    Venables, W.N.2    Wright, S.J.3
  • 20
    • 30844461481 scopus 로고    scopus 로고
    • Algorithms for simultaneous sparse approximation. Part II: Convex relaxation
    • DOI 10.1016/j.sigpro.2005.05.031, PII S0165168405002239, Sparse Approximations in Signal and Image Processing
    • J. A. Tropp, "Algorithms for simultaneous sparse approximation. Part II:Convex relaxation," Signal Process., vol. 86, no. 3, pp. 589-602, 2006. (Pubitemid 43106573)
    • (2006) Signal Processing , vol.86 , Issue.3 , pp. 589-602
    • Tropp, J.A.1
  • 22
    • 84859960943 scopus 로고    scopus 로고
    • Dictionary optimizationfor block-sparse representations
    • May
    • L. Zelnik-Manor, K. Rosenblum, and Y. C. Eldar, "Dictionary optimizationfor block-sparse representations," IEEE Trans. Signal Process.,vol. 60, no. 5, pp. 2386-2395, May 2012.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.5 , pp. 2386-2395
    • Zelnik-Manor, L.1    Rosenblum, K.2    Eldar, Y.C.3
  • 23
    • 1242352408 scopus 로고    scopus 로고
    • An algorithm for total variation minimization andapplications
    • A. Chambolle, "An algorithm for total variation minimization andapplications," J. Math. Imag. Vis., vol. 20, no. 1-2, pp. 89-97, 2004.
    • (2004) J. Math. Imag. Vis. , vol.20 , Issue.1-2 , pp. 89-97
    • Chambolle, A.1
  • 24
    • 0036537472 scopus 로고    scopus 로고
    • A taxonomy and evaluation of dense two-frame stereo correspondence algorithms
    • DOI 10.1023/A:1014573219977
    • D. Scharstein and R. Szeliski, "A taxonomy and evaluation of dense twoframestereo correspondence algorithms," Int. J. Comput. Vis., vol. 47,nos. 1-3, pp. 7-42, 2002. (Pubitemid 34428419)
    • (2002) International Journal of Computer Vision , vol.47 , Issue.1-3 , pp. 7-42
    • Scharstein, D.1    Szeliski, R.2
  • 25
    • 84881266154 scopus 로고    scopus 로고
    • Scene statistics and 3D surface perception
    • C. W. Tyler, Ed.London, U.K.: Chapman & Hall ch. 1
    • B. Potetz and T. S. Lee, "Scene statistics and 3D surface perception,"in Computational Vision: From Surfaces to Objects, C. W. Tyler, Ed.London, U.K.: Chapman & Hall, 2010, ch. 1, pp. 1-25.
    • (2010) Computational Vision: From Surfaces to Objects , pp. 1-25
    • Potetz, B.1    Lee, T.S.2
  • 26
    • 84898685970 scopus 로고    scopus 로고
    • Mar. Siegen, Germany [Online]. Available
    • (2014, Mar.). pmdtechnologies, Siegen, Germany [Online]. Available:http://www.pmdtec.com/
    • (2014) Pmdtechnologies
  • 27
    • 1942436689 scopus 로고    scopus 로고
    • Imagequality assessment: From error visibility to structural similarity
    • Apr.
    • Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Imagequality assessment: From error visibility to structural similarity," IEEETrans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEETrans. Image Process , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3    Simoncelli, E.P.4
  • 28
    • 84867713871 scopus 로고    scopus 로고
    • Indoor segmentationand support inference from RGBD images
    • N. Silberman, D. Hoiem, P. Kohli, and R. Fergus, "Indoor segmentationand support inference from RGBD images," in Proc. 12th ECCV, 2012,pp. 746-760.
    • (2012) Proc. 12th ECCV , pp. 746-760
    • Silberman, N.1    Hoiem, D.2    Kohli, P.3    Fergus, R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.