메뉴 건너뛰기




Volumn 17, Issue 12, 2008, Pages 2312-2323

Denoising for 3-D photon-limited imaging data using nonseparable filterbanks

Author keywords

3 D image denoising; Molecular and cellular bioimaging; Nonseparable filterbanks

Indexed keywords

ADAPTIVE ALGORITHMS; EDGE DETECTION; IMAGE ENHANCEMENT; IMAGE PROCESSING; PHOTONS;

EID: 57049119019     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.2003393     Document Type: Article
Times cited : (9)

References (36)
  • 1
  • 2
    • 0010293907 scopus 로고
    • A statistical model for positron emission tomography
    • Y. Vardi, L. A. Shepp, and L. Kaufman, "A statistical model for positron emission tomography," J. Amer. Statist. Assoc., vol. 80, no. 389, pp. 8-20, 1985.
    • (1985) J. Amer. Statist. Assoc , vol.80 , Issue.389 , pp. 8-20
    • Vardi, Y.1    Shepp, L.A.2    Kaufman, L.3
  • 3
    • 0002594849 scopus 로고
    • Bayesian-based iterative method of image restoration
    • W. Richardson, "Bayesian-based iterative method of image restoration," J. Opt. Soc. Amer., vol. 62, pp. 55-59, 1972.
    • (1972) J. Opt. Soc. Amer , vol.62 , pp. 55-59
    • Richardson, W.1
  • 4
    • 0024681039 scopus 로고
    • A generalized EM algorithm for 3D bayesian reconstruction from Poisson data using Gibbs priors
    • Jun
    • T. Hebert and R. Leahy, "A generalized EM algorithm for 3D bayesian reconstruction from Poisson data using Gibbs priors," IEEE Trans. Med. Imag., vol. 8, no. 2, pp. 194-202, Jun. 1989.
    • (1989) IEEE Trans. Med. Imag , vol.8 , Issue.2 , pp. 194-202
    • Hebert, T.1    Leahy, R.2
  • 5
    • 0030051591 scopus 로고    scopus 로고
    • Comparing maximum likelihood estimation and constrained Tikhonov-Miller restoration
    • Jan./Feb
    • G. M. P. van Kempen, H.-T.-M. van der Voort, J. G. J. Bauman, and K. C. Strasters, "Comparing maximum likelihood estimation and constrained Tikhonov-Miller restoration," IEEE Eng. Med. Biol. Mag., vol. 15, no. 1, pp. 76-83, Jan./Feb. 1996.
    • (1996) IEEE Eng. Med. Biol. Mag , vol.15 , Issue.1 , pp. 76-83
    • van Kempen, G.M.P.1    van der Voort, H.-T.-M.2    Bauman, J.G.J.3    Strasters, K.C.4
  • 6
    • 0025404969 scopus 로고
    • Bayesian reconstruction from emission tomography data using a modified EM algorithm
    • Jan
    • P. J. Green, "Bayesian reconstruction from emission tomography data using a modified EM algorithm," IEEE Trans. Med. Imag., vol. 9, no. 1, pp. 84-93, Jan. 1990.
    • (1990) IEEE Trans. Med. Imag , vol.9 , Issue.1 , pp. 84-93
    • Green, P.J.1
  • 7
    • 0029392038 scopus 로고
    • Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms
    • Oct
    • J. A. Fessler and A. O. Hero, "Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms," IEEE Trans. Med. Imag., vol. 4, no. 10, pp. 1417-1429, Oct. 1995.
    • (1995) IEEE Trans. Med. Imag , vol.4 , Issue.10 , pp. 1417-1429
    • Fessler, J.A.1    Hero, A.O.2
  • 8
    • 0029267626 scopus 로고
    • A modified expectation maximization algorithm for penalized likelihood estimation in emission tomography
    • Jan
    • A. R. Depierro, "A modified expectation maximization algorithm for penalized likelihood estimation in emission tomography," IEEE Trans. Med. Image Process., vol. 14, no. 1, pp. 132-137, Jan. 1995.
    • (1995) IEEE Trans. Med. Image Process , vol.14 , Issue.1 , pp. 132-137
    • Depierro, A.R.1
  • 9
    • 0000370306 scopus 로고
    • Non-linear wavelet methods for recovery of signals, densities and spectra from indirect and noisy data
    • D. L. Donoho, I. Daubechies, Ed, Amer. Math. Soc
    • D. L. Donoho, I. Daubechies, Ed., "Non-linear wavelet methods for recovery of signals, densities and spectra from indirect and noisy data," in Proc. Symp. Applied Mathematics: Different Perspectives on Wavelets, 1993, pp. 173-205, Amer. Math. Soc.
    • (1993) Proc. Symp. Applied Mathematics: Different Perspectives on Wavelets , pp. 173-205
  • 10
    • 1542427727 scopus 로고    scopus 로고
    • Bayesian multiscale models for Poisson processes
    • E. D. Kolaczyk, "Bayesian multiscale models for Poisson processes," J. Amer. Statist. Assoc., vol. 94, pp. 920-933, 1999.
    • (1999) J. Amer. Statist. Assoc , vol.94 , pp. 920-933
    • Kolaczyk, E.D.1
  • 11
    • 17144365498 scopus 로고    scopus 로고
    • Fast multiresolution photon-limited image reconstruction
    • Arlington, VA, Apr
    • R. Willett and R. Novak, "Fast multiresolution photon-limited image reconstruction," in Proc. IEEE Int. Symp. Biomedical Imaging, Arlington, VA, Apr. 2004, pp. 1192-1195.
    • (2004) Proc. IEEE Int. Symp. Biomedical Imaging , pp. 1192-1195
    • Willett, R.1    Novak, R.2
  • 12
    • 3142756370 scopus 로고    scopus 로고
    • Comparative simulation study of wavelet shrinkage estimators for Poisson counts
    • P. Besbeas, I. D. Feis, and T. A. Sapatinas, "Comparative simulation study of wavelet shrinkage estimators for Poisson counts," Int. Statist. Rev., vol. 72, pp. 209-237, 2004.
    • (2004) Int. Statist. Rev , vol.72 , pp. 209-237
    • Besbeas, P.1    Feis, I.D.2    Sapatinas, T.A.3
  • 13
    • 0032628620 scopus 로고    scopus 로고
    • Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging
    • Mar
    • K. E. Timmermann and R. D. Nowak, "Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging," IEEE Trans. Inf. Theory, vol. 45, no. 3, pp. 846-862, Mar. 1999.
    • (1999) IEEE Trans. Inf. Theory , vol.45 , Issue.3 , pp. 846-862
    • Timmermann, K.E.1    Nowak, R.D.2
  • 14
    • 0032666509 scopus 로고    scopus 로고
    • Semi-automatic quality determination of 3D confocal microscope scans of neuronal cells denoised by 3D-wavelet shrinkage
    • A. Dima, M. Scholz, and K. Obermayer, "Semi-automatic quality determination of 3D confocal microscope scans of neuronal cells denoised by 3D-wavelet shrinkage," in Proc. SPIE Wavelet Applications VI, 1999, vol. 3723, pp. 446-457.
    • (1999) Proc. SPIE Wavelet Applications VI , vol.3723 , pp. 446-457
    • Dima, A.1    Scholz, M.2    Obermayer, K.3
  • 15
    • 0036650287 scopus 로고    scopus 로고
    • Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform
    • Jul
    • A. Dima, M. Scholz, and K. Obermayer, "Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform," IEEE Trans. Image Process., vol. 11, no. 7, pp. 790-801, Jul. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.7 , pp. 790-801
    • Dima, A.1    Scholz, M.2    Obermayer, K.3
  • 16
    • 17544369568 scopus 로고    scopus 로고
    • Sparse geometric image representation with bandelets
    • Apr
    • E. L. Pennec and S. Mallat, "Sparse geometric image representation with bandelets," IEEE Trans. Image Process., vol. 14, no. 4, pp. 423-438, Apr. 2005.
    • (2005) IEEE Trans. Image Process , vol.14 , Issue.4 , pp. 423-438
    • Pennec, E.L.1    Mallat, S.2
  • 17
    • 0003306887 scopus 로고    scopus 로고
    • Curvelets: A surprisingly effective nonadaptive representation for objects with edges
    • E. J. Candes and D. Donoho, A. Cohen, C. Rabut, and L. L. Schumaker, Eds, Nashville, TN: Vanderbilt Univ. Press
    • E. J. Candes and D. Donoho, A. Cohen, C. Rabut, and L. L. Schumaker, Eds., "Curvelets: A surprisingly effective nonadaptive representation for objects with edges," in Curve and Surface Fitting. Nashville, TN: Vanderbilt Univ. Press, 1999.
    • (1999) Curve and Surface Fitting
  • 19
    • 0038321621 scopus 로고    scopus 로고
    • Platelets: A multiscale approach for recovering edges and surfaces in photon-limited medical imaging
    • Mar
    • R. M. Willett and R. D. Nowak, "Platelets: A multiscale approach for recovering edges and surfaces in photon-limited medical imaging," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 332-350, Mar. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.3 , pp. 332-350
    • Willett, R.M.1    Nowak, R.D.2
  • 24
    • 57049116482 scopus 로고    scopus 로고
    • G. Pons-Bernad, L. Blanc-Féraud, and J. Zerubia, Restauration d'images biologiques 3D en microscopie confocale par transformée en ondelettes complexes, Res. Rep. 5507, INRIA, Feb. 2005.
    • G. Pons-Bernad, L. Blanc-Féraud, and J. Zerubia, Restauration d'images biologiques 3D en microscopie confocale par transformée en ondelettes complexes, Res. Rep. 5507, INRIA, Feb. 2005.
  • 25
    • 0001736880 scopus 로고    scopus 로고
    • The art of frame theory
    • P. G. Casazza, "The art of frame theory," Taiwanese J. Math., vol. 4, pp. 129-201, 2000.
    • (2000) Taiwanese J. Math , vol.4 , pp. 129-201
    • Casazza, P.G.1
  • 28
    • 0347486142 scopus 로고    scopus 로고
    • The theory of multiresolution analysis frames and applications to filter banks
    • J. J. Benedetto and S. Li, "The theory of multiresolution analysis frames and applications to filter banks," Appl. Comput. Harm. Anal. vol. 5, pp. 389-427, 1998.
    • (1998) Appl. Comput. Harm. Anal , vol.5 , pp. 389-427
    • Benedetto, J.J.1    Li, S.2
  • 30
    • 0036496247 scopus 로고    scopus 로고
    • Optimal tight frames and quantum measurement
    • Mar
    • Y. C. Eldar and G. D. Forney, "Optimal tight frames and quantum measurement," IEEE Trans. Inf. Theory, vol. 48, no. 3, pp. 599-610, Mar. 2002.
    • (2002) IEEE Trans. Inf. Theory , vol.48 , Issue.3 , pp. 599-610
    • Eldar, Y.C.1    Forney, G.D.2
  • 31
    • 0031571549 scopus 로고    scopus 로고
    • d): The analysis of the analysis operator
    • d): The analysis of the analysis operator," J. Funct. Anal., vol. 148, pp. 408-447, 1997.
    • (1997) J. Funct. Anal , vol.148 , pp. 408-447
    • Ron, A.1    Shen, Z.2
  • 33
    • 0025465145 scopus 로고
    • Scale-space and edge detection using anisotropic diffusion
    • Jul
    • P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 7, pp. 629-639, Jul. 1990.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell , vol.12 , Issue.7 , pp. 629-639
    • Perona, P.1    Malik, J.2
  • 34
    • 12844268274 scopus 로고    scopus 로고
    • Nonlinear anisotropic diffusion filtering of three dimensional image data from two-photon microscopy
    • P. J. Broser, R. Schulte, A. Roth, F. Helmchen, S. Lang, G. Wittum, and B. Sakmann, "Nonlinear anisotropic diffusion filtering of three dimensional image data from two-photon microscopy," J. Biomed. Opt. vol. 9, no. 6, pp. 1253-1264, 2004.
    • (2004) J. Biomed. Opt , vol.9 , Issue.6 , pp. 1253-1264
    • Broser, P.J.1    Schulte, R.2    Roth, A.3    Helmchen, F.4    Lang, S.5    Wittum, G.6    Sakmann, B.7
  • 35
    • 3543006336 scopus 로고    scopus 로고
    • L. Ibanez, W. Schroeder, L. Ng, and J. Cates, T. Yoo, Ed, Kitware, Inc
    • L. Ibanez, W. Schroeder, L. Ng, and J. Cates, T. Yoo, Ed., The ITK Software Guide, Kitware, Inc., 2004.
    • (2004) The ITK Software Guide
  • 36
    • 57049096929 scopus 로고    scopus 로고
    • ORION: Online Reconstruction and Functional Imaging of Neurons, Online, Available
    • ORION: Online Reconstruction and Functional Imaging of Neurons. [Online]. Available: http://www.cbl.uh.edu/ORION


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.