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Volumn 52, Issue 8, 2006, Pages 3411-3437

Statistical and information-theoretic analysis of resolution in imaging

Author keywords

Aliasing; Cram r Rao bound; Detection; Estimation; Fisher information; Imaging; information theoretic imaging; Kullback Liebler distance; Mismatch; Model; Perturbation analysis; Resolution; Variational analysis

Indexed keywords

BOUNDARY CONDITIONS; ESTIMATION; IMAGING SYSTEMS; MATHEMATICAL MODELS; PERTURBATION TECHNIQUES; PROBABILITY; SIGNAL TO NOISE RATIO; STATISTICAL METHODS;

EID: 33746588277     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2006.878180     Document Type: Article
Times cited : (53)

References (26)
  • 1
    • 0032951418 scopus 로고    scopus 로고
    • "Model-based two-object resolution from observations having counting statistics"
    • E. Bettens, D. V. Dyck, A. J. den Dekker, J. Sijbers, and A. van den bos, "Model-based two-object resolution from observations having counting statistics," Ultramicroscopy, vol. 77, pp. 37-48, 1999.
    • (1999) Ultramicroscopy , vol.77 , pp. 37-48
    • Bettens, E.1    Dyck, D.V.2    den Dekker, A.J.3    Sijbers, J.4    van den bos, A.5
  • 2
    • 0031198182 scopus 로고    scopus 로고
    • "Model-based optical resolution"
    • A. J. den Dekker, "Model-based optical resolution," IEEE Trans. Instrum. Meas., vol. 46, pp. 798-802, 1997.
    • (1997) IEEE Trans. Instrum. Meas. , vol.46 , pp. 798-802
    • den Dekker, A.J.1
  • 3
    • 0031332301 scopus 로고    scopus 로고
    • "Restoration of single super-resolution image from several blurred, noisy and down-sampled measured images"
    • Dec
    • M. Elad and A. Feuer, "Restoration of single super-resolution image from several blurred, noisy and down-sampled measured images," IEEE Trans. Image Process., vol. 6, no. 12, pp. 1646-1658, Dec. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.12 , pp. 1646-1658
    • Elad, M.1    Feuer, A.2
  • 4
    • 4544374765 scopus 로고    scopus 로고
    • "Fast and robust multi-frame super-resolution"
    • Oct
    • S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, "Fast and robust multi-frame super-resolution," IEEE Trans. Image Process., vol. 13, no. 10, pp. 1327-1344, Oct. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.10 , pp. 1327-1344
    • Farsiu, S.1    Robinson, D.2    Elad, M.3    Milanfar, P.4
  • 7
    • 1842703668 scopus 로고
    • "The detection and resolution of optical signals"
    • C. W. Helstrom, "The detection and resolution of optical signals," IEEE Trans. Inf. Theory, vol. IT-10, pp. 275-287, 1964.
    • (1964) IEEE Trans. Inf. Theory , vol.IT-10 , pp. 275-287
    • Helstrom, C.W.1
  • 8
    • 0014469989 scopus 로고
    • "Detection and resolution of incoherent objects by a background-limited optical system"
    • C. W. Helstrom, "Detection and resolution of incoherent objects by a background-limited optical system," J. Opt. Soc. Am., vol. 59, pp. 164-175, 1969.
    • (1969) J. Opt. Soc. Am. , vol.59 , pp. 164-175
    • Helstrom, C.W.1
  • 9
    • 1842703670 scopus 로고
    • "Resolvability of objects from the standpoint of statistical parameter estimation"
    • C. W. Helstrom, "Resolvability of objects from the standpoint of statistical parameter estimation," J. Opt. Soc. Am., vol. 60, pp. 659-666, 1970.
    • (1970) J. Opt. Soc. Am. , vol.60 , pp. 659-666
    • Helstrom, C.W.1
  • 13
    • 0027591055 scopus 로고
    • "Cramer-Rao bounds for deterministic modal analysis"
    • May
    • L. McWhorter and L. Scharf, "Cramer-Rao bounds for deterministic modal analysis," IEEE Trans. Signal Process., vol. 41, pp. 1847-1862, May 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , pp. 1847-1862
    • McWhorter, L.1    Scharf, L.2
  • 14
    • 0036447849 scopus 로고    scopus 로고
    • "A statistical analysis of diffraction-limited imaging"
    • in Rochester, NY, Sep
    • P. Milanfar and A. Shakouri, "A statistical analysis of diffraction-limited imaging," in Proc. Int. Conf. Image Process., Rochester, NY, Sep. 2002, pp. 864-867.
    • (2002) Proc. Int. Conf. Image Process. , pp. 864-867
    • Milanfar, P.1    Shakouri, A.2
  • 15
    • 0035309154 scopus 로고    scopus 로고
    • "A computationally efficient image superresolution algorithm"
    • Apr
    • N. Nguyen, P. Milanfar, and G. Golub, "A computationally efficient image superresolution algorithm," IEEE Trans. Image Process., vol. 10, no. 4, pp. 573-583, Apr. 2001.
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.4 , pp. 573-583
    • Nguyen, N.1    Milanfar, P.2    Golub, G.3
  • 16
    • 0016872569 scopus 로고
    • "Information measures and performance bounds for array processors"
    • Jan
    • L. L. Scharf and P. H. Moose, "Information measures and performance bounds for array processors," IEEE Trans. Inf. Theory, vol. IT-22, no. 1, pp. 11-21, Jan. 1976.
    • (1976) IEEE Trans. Inf. Theory , vol.IT-22 , Issue.1 , pp. 11-21
    • Scharf, L.L.1    Moose, P.H.2
  • 17
    • 33746656725 scopus 로고    scopus 로고
    • "Statistical and information-theoretic analysis of resolution in imaging and array processing"
    • Ph.D. dissertation, University of California, Santa Cruz, CA
    • M. Shahram, "Statistical and information-theoretic analysis of resolution in imaging and array processing," Ph.D. dissertation, University of California, Santa Cruz, CA, 2005.
    • (2005)
    • Shahram, M.1
  • 18
    • 23844471576 scopus 로고    scopus 로고
    • "On the resolvability of sinusoids with nearby frequencies in the presence of noise"
    • Jul
    • M. Shahram and P. Milanfar, "On the resolvability of sinusoids with nearby frequencies in the presence of noise," IEEE Trans. Signal Process., vol. 53, no. 7, pp. 2579-2588, Jul. 2005.
    • (2005) IEEE Trans. Signal Process. , vol.53 , Issue.7 , pp. 2579-2588
    • Shahram, M.1    Milanfar, P.2
  • 19
    • 1842789121 scopus 로고    scopus 로고
    • "A statistical analysis of achievable resolution in incoherent imaging"
    • in Small Tergets 2003, San Diego, CA, Aug. 1-9
    • M. Shahram and P. Milanfar, "A statistical analysis of achievable resolution in incoherent imaging," in Proc. SPIE Annu. Meet., Signal Data Process. Small Tergets 2003, San Diego, CA, Aug. 1-9, 2003, vol. 5204.
    • (2003) Proc. SPIE Annu. Meet., Signal Data Process , vol.5204
    • Shahram, M.1    Milanfar, P.2
  • 20
    • 2442541185 scopus 로고    scopus 로고
    • "Imaging below the diffraction limit, a statistical analysis"
    • May
    • M. Shahram and P. Milanfar, "Imaging below the diffraction limit, a statistical analysis," IEEE Trans. Image Process., vol. 13, no. 5, pp. 677-689, May 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.5 , pp. 677-689
    • Shahram, M.1    Milanfar, P.2
  • 21
    • 0032301369 scopus 로고    scopus 로고
    • "Accuracy and resolution bounds for adaptive sensor array processing"
    • in Portland, OR
    • S. Smith, "Accuracy and resolution bounds for adaptive sensor array processing," in Proc. 9th IEEE Signal Proc. Workshop Statist. Signal Array Proc., Portland, OR, 1998, pp. 37-40.
    • (1998) Proc. 9th IEEE Signal Proc. Workshop Statist. Signal Array Proc. , pp. 37-40
    • Smith, S.1
  • 22
    • 18844380233 scopus 로고    scopus 로고
    • "Statistical resolution limits and the complexified Cramer-Rao bound"
    • to appear in
    • S. Smith, "Statistical resolution limits and the complexified Cramer-Rao bound," IEEE Trans. Signal Process., vol. 53, no. 5, pp. 1597-1609, 2005, to appear in.
    • (2005) IEEE Trans. Signal Process. , vol.53 , Issue.5 , pp. 1597-1609
    • Smith, S.1
  • 25
    • 0027109836 scopus 로고
    • "Ultimate resolution: A mathematical framework"
    • A. van den Bos, "Ultimate resolution: A mathematical framework," Ultramicroscopy, vol. 47, pp. 298-306, 1992.
    • (1992) Ultramicroscopy , vol.47 , pp. 298-306
    • van den Bos, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.