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Volumn 19, Issue 12, 2010, Pages 3157-3170

Adaptive multiple-frame image super-resolution based on U-curve

Author keywords

L curve; regularization; super resolution (SR) reconstruction; U curve

Indexed keywords

CURVATURE POINTS; DATA FIDELITY; HIGH RESOLUTION IMAGE; HOT RESEARCH TOPICS; IMAGE SUPER-RESOLUTION; L-CURVE; LOW RESOLUTION IMAGES; MAP RECONSTRUCTION; MAXIMUM A POSTERIORI MODELS; MULTIPLE-FRAME; OPTIMAL PARAMETER; OPTIMAL REGULARIZATION; REGULARIZATION; REGULARIZATION PARAMETERS; SUPERRESOLUTION; U-CURVE; VISUAL EFFECTS;

EID: 78649286493     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2010.2055571     Document Type: Article
Times cited : (74)

References (45)
  • 1
    • 0029195388 scopus 로고
    • High-resolution MR imaging of human arteries
    • A. J. Martin, A. I. Gotlieb, and R. M. Henkelman, "High-resolution MR imaging of human arteries", J. Magn. Reson. Imag., vol. 5, no. 1, pp. 93-100, 1995.
    • (1995) J. Magn. Reson. Imag. , vol.5 , Issue.1 , pp. 93-100
    • Martin, A.J.1    Gotlieb, A.I.2    Henkelman, R.M.3
  • 2
    • 34247394279 scopus 로고    scopus 로고
    • Classification and extraction of spatial features in Urban areas using high-resolution multispectral imagery
    • Apr
    • X. Huang, L. Zhang, and P. Li, "Classification and extraction of spatial features in Urban areas using high-resolution multispectral imagery", IEEE Geosci. Remote Sens. Lett., vol. 4, no. 2, pp. 260-264, Apr. 2007.
    • (2007) IEEE Geosci. Remote Sens. Lett. , vol.4 , Issue.2 , pp. 260-264
    • Huang, X.1    Zhang, L.2    Li, P.3
  • 3
    • 70350716279 scopus 로고    scopus 로고
    • A super-resolution reconstruction algorithm for surveillance images
    • L. Zhang, H. Zhang, H. Shen, and P. Li, "A super-resolution reconstruction algorithm for surveillance images", Signal Process., vol. 90, no. 3, pp. 848-859, 2010.
    • (2010) Signal Process. , vol.90 , Issue.3 , pp. 848-859
    • Zhang, L.1    Zhang, H.2    Shen, H.3    Li, P.4
  • 4
    • 0000089810 scopus 로고
    • Multiple frame image restoration and registration
    • Greenwich, CT: JAI Press
    • R. Y. Tsai and T. S. Huang, "Multiple frame image restoration and registration", in Advances in Computer Vision and Image Processing. Greenwich, CT: JAI Press, 1984, pp. 317-339.
    • (1984) Advances in Computer Vision and Image Processing , pp. 317-339
    • Tsai, R.Y.1    Huang, T.S.2
  • 5
    • 0025449401 scopus 로고
    • Recursive reconstruction of high resolution image from noisy undersampled multiframes
    • Jun
    • S. P. Kim, N. K. Bose, and H. M. Valenzuela, "Recursive reconstruction of high resolution image from noisy undersampled multiframes", IEEE Trans. Acoust., Speech, Signal Process., vol. 38, no. 6, pp. 1013-1027, Jun. 1990.
    • (1990) IEEE Trans. Acoust., Speech, Signal Process. , vol.38 , Issue.6 , pp. 1013-1027
    • Kim, S.P.1    Bose, N.K.2    Valenzuela, H.M.3
  • 6
    • 0027685404 scopus 로고
    • Recursive high-resolution reconstruction of blurred multiframe images
    • Oct
    • S. P. Kim and W.-Y. Su, "Recursive high-resolution reconstruction of blurred multiframe images", IEEE Trans. Image Proc., vol. 2, no. 4, pp. 534-539, Oct. 1993.
    • (1993) IEEE Trans. Image Proc. , vol.2 , Issue.4 , pp. 534-539
    • Kim, S.P.1    Su, W.-Y.2
  • 7
    • 0038023277 scopus 로고
    • Recursive implementation of total least squares algorithm for image reconstruction from noisy, undersampled multiframes
    • Minneapolis, MN, Apr
    • N. K. Bose, H. C. Kim, and H. M. Valenzuela, "Recursive implementation of total least squares algorithm for image reconstruction from noisy, undersampled multiframes", in Proc. IEEE Conf. Acoust., Speech Signal Process., Minneapolis, MN, Apr. 1993, vol. 5, pp. 269-272.
    • (1993) Proc. IEEE Conf. Acoust., Speech Signal Process. , vol.5 , pp. 269-272
    • Bose, N.K.1    Kim, H.C.2    Valenzuela, H.M.3
  • 8
    • 0032686359 scopus 로고    scopus 로고
    • Discrete cosine transform based regularized high-resolution image reconstruction algorithm
    • S. Rhee and M. G. Kang, "Discrete cosine transform based regularized high-resolution image reconstruction algorithm", Opt. Eng., vol. 38, no. 8, pp. 1348-1356, 1999.
    • (1999) Opt. Eng. , vol.38 , Issue.8 , pp. 1348-1356
    • Rhee, S.1    Kang, M.G.2
  • 9
    • 0042430598 scopus 로고    scopus 로고
    • Wavelet algorithms for high-resolution image reconstruction
    • R. H. Chan, T. F. Chan, L. Shen, and Z. Shen, "Wavelet algorithms for high-resolution image reconstruction", SIAM J. Sci. Comput., vol. 24, no. 4, pp. 1408-1432, 2003.
    • (2003) SIAM J. Sci. Comput. , vol.24 , Issue.4 , pp. 1408-1432
    • Chan, R.H.1    Chan, T.F.2    Shen, L.3    Shen, Z.4
  • 10
    • 6344263622 scopus 로고    scopus 로고
    • Wavelet algorithms for deblurring models
    • M. K. Ng, C. K. Sze, and S. P. Yung, "Wavelet algorithms for deblurring models", Int. J. Imag. Syst. Technol., vol. 14, no. 3, pp. 113-121, 2004.
    • (2004) Int. J. Imag. Syst. Technol. , vol.14 , Issue.3 , pp. 113-121
    • Ng, M.K.1    Sze, C.K.2    Yung, S.P.3
  • 11
    • 0033699507 scopus 로고    scopus 로고
    • A wavelet-based interpolation restoration method for superresolution (wavelet superresolution)
    • N. Nguyen and P. Milanfar, "A wavelet-based interpolation restoration method for superresolution (wavelet superresolution)", Circuits Syst. Signal Process., vol. 19, no. 4, pp. 321-338, 2000.
    • (2000) Circuits Syst. Signal Process. , vol.19 , Issue.4 , pp. 321-338
    • Nguyen, N.1    Milanfar, P.2
  • 12
    • 62249119188 scopus 로고    scopus 로고
    • Robust wavelet-based super-resolution reconstruction: Theory and algorithm
    • Apr
    • H. Ji and C. Fermuller, "Robust wavelet-based super-resolution reconstruction: Theory and algorithm", IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 4, pp. 649-660, Apr. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.4 , pp. 649-660
    • Ji, H.1    Fermuller, C.2
  • 13
    • 0000623249 scopus 로고
    • Improved resolution from sub-pixel shifted pictures
    • H. Ur and D. Gross, "Improved resolution from sub-pixel shifted pictures", CVGIP, Graph. Models Image Process., vol. 53, pp. 181-186, 1992.
    • (1992) CVGIP, Graph. Models Image Process. , vol.53 , pp. 181-186
    • Ur, H.1    Gross, D.2
  • 14
    • 0034294076 scopus 로고    scopus 로고
    • Infrared image registration and high-resolution reconstruction using multiple translationally shifted aliased video frames
    • Oct
    • M. S. Alam, J. G. Bognar, R. C. Hardie, and B. J. Yasuda, "Infrared image registration and high-resolution reconstruction using multiple translationally shifted aliased video frames", IEEE Trans. Instrum. Meas., vol. 49, no. 5, pp. 915-923, Oct. 2000.
    • (2000) IEEE Trans. Instrum. Meas. , vol.49 , Issue.5 , pp. 915-923
    • Alam, M.S.1    Bognar, J.G.2    Hardie, R.C.3    Yasuda, B.J.4
  • 15
    • 0026359271 scopus 로고
    • Improving resolution by image registration
    • M. Irani and S. Peleg, "Improving resolution by image registration", CVGIP, Graph. Models Image Process., vol. 53, pp. 231-239, 1991.
    • (1991) CVGIP, Graph. Models Image Process. , vol.53 , pp. 231-239
    • Irani, M.1    Peleg, S.2
  • 16
    • 0000783736 scopus 로고
    • Motion analysis for image enhancement resolution, occlusion, and transparency
    • M. Irani and S. Peleg, "Motion analysis for image enhancement resolution, occlusion, and transparency", J. Vis. Commun. Image Represent., vol. 4, no. 4, pp. 324-335, 1993.
    • (1993) J. Vis. Commun. Image Represent. , vol.4 , Issue.4 , pp. 324-335
    • Irani, M.1    Peleg, S.2
  • 17
    • 0024758573 scopus 로고
    • High resolution image recovery from imageplane arrays, using convex projections
    • H. Stark and P. Oskoui, "High resolution image recovery from imageplane arrays, using convex projections", J. Opt. Soc. Amer. A, vol. 6, pp. 1715-1726, 1989.
    • (1989) J. Opt. Soc. Amer. A , vol.6 , pp. 1715-1726
    • Stark, H.1    Oskoui, P.2
  • 18
    • 0031211153 scopus 로고    scopus 로고
    • Super resolution video reconstruction with arbitrary sampling lattices and nonzero aperture time
    • Aug
    • A. J. Patti, M. I. Sezan, and A. M. Tekalp, "Super resolution video reconstruction with arbitrary sampling lattices and nonzero aperture time", IEEE Trans. Image Process., vol. 6, no. 8, pp. 1064-1076, Aug. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.8 , pp. 1064-1076
    • Patti, A.J.1    Sezan, M.I.2    Tekalp, A.M.3
  • 19
    • 11744307549 scopus 로고    scopus 로고
    • High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system
    • R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong, and E. A. Watson, "High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system", Opt. Eng., vol. 37, no. 1, pp. 247-260, 1998.
    • (1998) Opt. Eng. , vol.37 , Issue.1 , pp. 247-260
    • Hardie, R.C.1    Barnard, K.J.2    Bognar, J.G.3    Armstrong, E.E.4    Watson, E.A.5
  • 20
    • 0029769903 scopus 로고
    • Reconstruction of a high-resolution image by simultaneous registration, restoration, and interpolation of low-resolution images
    • Washington, DC
    • B. C. Tom and A. K. Katsaggelos, "Reconstruction of a high-resolution image by simultaneous registration, restoration, and interpolation of low-resolution images", in Proc. IEEE Int. Conf. Image Process., Washington, DC, 1995, vol. 2, pp. 539-542.
    • (1995) Proc. IEEE Int. Conf. Image Process. , vol.2 , pp. 539-542
    • Tom, B.C.1    Katsaggelos, A.K.2
  • 21
    • 0030164602 scopus 로고    scopus 로고
    • Extraction of high-resolution frames from video sequences
    • Jun
    • R. R. Schulz and R. L. Stevenson, "Extraction of high-resolution frames from video sequences", IEEE Trans. Image Process., vol. 5, no. 6, pp. 996-1011, Jun. 1996.
    • (1996) IEEE Trans. Image Process. , vol.5 , Issue.6 , pp. 996-1011
    • Schulz, R.R.1    Stevenson, R.L.2
  • 22
    • 0031377634 scopus 로고    scopus 로고
    • Joint MAP registration and high-resolution image estimation using a sequence of undersampled images
    • Dec
    • R. C. Hardie, K. J. Barnard, and E. E. Armstrong, "Joint MAP registration and high-resolution image estimation using a sequence of undersampled images", IEEE Trans. Image Process., vol. 6, no. 12, pp. 1621-1633, Dec. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.12 , pp. 1621-1633
    • Hardie, R.C.1    Barnard, K.J.2    Armstrong, E.E.3
  • 23
    • 33847755152 scopus 로고    scopus 로고
    • A MAP approach for joint motion estimation, segmentation and super-resolution
    • Feb
    • H. Shen, L. Zhang, B. Huang, and P. Li, "A MAP approach for joint motion estimation, segmentation and super-resolution", IEEE Trans. Image Process., vol. 16, no. 2, pp. 479-490, Feb. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.2 , pp. 479-490
    • Shen, H.1    Zhang, L.2    Huang, B.3    Li, P.4
  • 24
    • 30344479179 scopus 로고    scopus 로고
    • Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images
    • Jan
    • N. A. Woods, N. P. Galatsanos, and A. K. Katsaggelos, "Stochastic methods for joint registration, restoration, and interpolation of multiple undersampled images", IEEE Trans. Image Process., vol. 15, no. 1, pp. 201-213, Jan. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.1 , pp. 201-213
    • Woods, N.A.1    Galatsanos, N.P.2    Katsaggelos, A.K.3
  • 25
    • 0031332301 scopus 로고    scopus 로고
    • Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images
    • Dec
    • M. Elad and A. Feuer, "Restoration of a single superresolution image from several blurred, noisy, and undersampled 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
  • 26
    • 30144437820 scopus 로고    scopus 로고
    • Multiframe demosaicing and super-resolution of color images
    • Jan
    • S. Farsiu, M. Elad, and P. Milanfar, "Multiframe demosaicing and super-resolution of color images", IEEE Trans. Image Process., vol. 15, no. 1, pp. 141-159, Jan. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.1 , pp. 141-159
    • Farsiu, S.1    Elad, M.2    Milanfar, P.3
  • 27
    • 27844467218 scopus 로고    scopus 로고
    • Superresolution reconstruction of hyperspectral images
    • Nov
    • T. Akgun, Y. Altunbasak, and R. M. Mersereau, "Superresolution reconstruction of hyperspectral images", IEEE Trans. Image Process., vol. 14, no. 11, pp. 1860-1875, Nov. 2005.
    • (2005) IEEE Trans. Image Process. , vol.14 , Issue.11 , pp. 1860-1875
    • Akgun, T.1    Altunbasak, Y.2    Mersereau, R.M.3
  • 28
    • 60649095400 scopus 로고    scopus 로고
    • Super-resolution reconstruction algorithm to MODIS remote sensing images
    • H. Shen, M. K. Ng, P. Li, and L. Zhang, "Super-resolution reconstruction algorithm to MODIS remote sensing images", Comput. J., vol. 52, no. 1, pp. 90-100, 2009.
    • (2009) Comput. J. , vol.52 , Issue.1 , pp. 90-100
    • Shen, H.1    Ng, M.K.2    Li, P.3    Zhang, L.4
  • 29
    • 60649094778 scopus 로고    scopus 로고
    • Super-resolution of multispectral images
    • M. Vega, J. Mateos, R. Molina, and A. K. Katsaggelos, "Super-resolution of multispectral images", Comput. J., vol. 52, no. 1, pp. 153-167, 2009.
    • (2009) Comput. J. , vol.52 , Issue.1 , pp. 153-167
    • Vega, M.1    Mateos, J.2    Molina, R.3    Katsaggelos, A.K.4
  • 32
    • 0001632418 scopus 로고
    • The use of the L-curve in the regularization of discrete ill-posed problems
    • P. C. Hansen and D. P. O'Leary, "The use of the L-curve in the regularization of discrete ill-posed problems", SIAM J. Sci. Comput., vol. 14, no. 6, pp. 1487-1503, 1993.
    • (1993) SIAM J. Sci. Comput. , vol.14 , Issue.6 , pp. 1487-1503
    • Hansen, P.C.1    O'Leary, D.P.2
  • 33
    • 0035309154 scopus 로고    scopus 로고
    • A computationally efficient superresolution image reconstruction algorithm
    • Apr
    • N. Nguyen, P. Milanfar, and G. Golub, "A computationally efficient superresolution image reconstruction 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
  • 34
    • 32044449925 scopus 로고
    • Generalized cross-validation as a method for choosing a good ridge parameter
    • G. Golub, M. Heath, and G. Wahba, "Generalized cross-validation as a method for choosing a good ridge parameter", Technometrics, vol. 21, pp. 215-223, 1979.
    • (1979) Technometrics , vol.21 , pp. 215-223
    • Golub, G.1    Heath, M.2    Wahba, G.3
  • 35
    • 0029306382 scopus 로고
    • General choice of the regularization functional in regularized mage restoration
    • May
    • M. G. Kang and A. K. Katsaggelos, "General choice of the regularization functional in regularized mage restoration", IEEE Trans. Image Process., vol. 4, no. 5, pp. 594-602, May 1995.
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.5 , pp. 594-602
    • Kang, M.G.1    Katsaggelos, A.K.2
  • 36
    • 32944471247 scopus 로고    scopus 로고
    • An image super-resolution algorithm for different error levels per frame
    • Mar
    • H. He and L. P. Kondi, "An image super-resolution algorithm for different error levels per frame", IEEE Trans. Image Process., vol. 15, no. 3, pp. 592-603, Mar. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.3 , pp. 592-603
    • He, H.1    Kondi, L.P.2
  • 37
    • 10844234123 scopus 로고    scopus 로고
    • Parameter estimation in Bayesian high-resolution image reconstruction with multisensors
    • Dec
    • R. Molina, M. Vega, J. Abad, and A. K. Katsaggelos, "Parameter estimation in Bayesian high-resolution image reconstruction with multisensors", IEEE Trans. Image Process., vol. 12, no. 12, pp. 1655-1667, Dec. 2003.
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.12 , pp. 1655-1667
    • Molina, R.1    Vega, M.2    Abad, J.3    Katsaggelos, A.K.4
  • 38
    • 50049099398 scopus 로고    scopus 로고
    • Determining the regularization parameters for super-resolution problems
    • M. V. W. Zibetti, F. S. V. Baz'an, and J. Mayer, "Determining the regularization parameters for super-resolution problems", Signal Process., vol. 88, no. 12, pp. 2890-2901, 2008.
    • (2008) Signal Process. , vol.88 , Issue.12 , pp. 2890-2901
    • Zibetti, M.V.W.1    Baz'an, F.S.V.2    Mayer, J.3
  • 39
    • 34547502627 scopus 로고    scopus 로고
    • Regularization parameter selection in discrete-ill posed problems-The use of the U-curve
    • D. Krawczy-Stando and M. Rudnicki, "Regularization parameter selection in discrete-ill posed problems-The use of the U-curve", Int. J. Appl. Math. Comput. Sci., vol. 2, no. 17, pp. 157-164, 2007.
    • (2007) Int. J. Appl. Math. Comput. Sci. , vol.2 , Issue.17 , pp. 157-164
    • Krawczy-Stando, D.1    Rudnicki, M.2
  • 40
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr
    • Z. Wang, A. C. Bovik, and H. R. Sheikh, "Image quality assessment: From error visibility to structural similarity", IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.C.2    Sheikh, H.R.3
  • 41
    • 78649240977 scopus 로고    scopus 로고
    • EPFL, EPFL Software Online, Available
    • EPFL, EPFL Software [Online]. Available: http://lcavwww.epfl.ch/software/ superresolution/index.html
  • 42
    • 78649277832 scopus 로고    scopus 로고
    • University of California, Santa Cruz, Available
    • University of California, Santa Cruz, Milanfar Software [Online]. Available: http://users.soe.ucsc.edu/~milanfar/software/sr-datasets.html
    • Milanfar Software [Online]
  • 43
    • 33645136204 scopus 로고    scopus 로고
    • A frequency domain approach to registration of aliased images with application to superresolution
    • P. Vandewalle, S. Susstrunk, and M. Vetterli, "A frequency domain approach to registration of aliased images with application to superresolution", EURASIP J. Appl. Signal Process., pp. 1-14, 2006.
    • (2006) EURASIP J. Appl. Signal Process. , pp. 1-14
    • Vandewalle, P.1    Susstrunk, S.2    Vetterli, M.3
  • 44
    • 34547143792 scopus 로고    scopus 로고
    • A total variation regularization based super-resolution reconstruction algorithm for digital video
    • M. K. Ng, H. Shen, E. Y. Lam, and L. Zhang, "A total variation regularization based super-resolution reconstruction algorithm for digital video", EURASIP J. Adv. Signal Process., pp. 1-16, 2007.
    • (2007) EURASIP J. Adv. Signal Process. , pp. 1-16
    • Ng, M.K.1    Shen, H.2    Lam, E.Y.3    Zhang, L.4


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