Study on Application of Super-Resolution Image Reconstruction Method Used in Video Image Processing

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Abstract:

Super resolution image reconstruction is a computational process of using multiple low-resolution observations to reconstruct a higher resolution image, which differs from improvement of optical devices. With magnification diversity among those low-resolution imagers, significant performance improvement, compared to traditional methods, is demonstrated. Results include fidelity metrics and simulated reconstructions. Performance improvement of super-resolution imaging systems with magnification diversity is studied in this paper.

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Periodical:

Advanced Materials Research (Volumes 476-478)

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1142-1145

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February 2012

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] S Chaudhuri: Super-resolution irrzaging, Kluwer Academic Publishers Boston, MA, 2001.

Google Scholar

[2] C. Brauer-Burchardt and K. Voss: A new algorithm to correct fisheye and strong wide-angle lens distortion from single image, Proceeding of IEEE International Conference on Image Processing, New York, 2004, pp.225-228.

DOI: 10.1109/icip.2001.958994

Google Scholar

[3] M. Elad, S. Farsiu and D. Robinson: Advance and challenge in super-resolution, International Journal of Imaging System and Technology, Vol.14 (2004), pp.47-57.

Google Scholar

[4] M. Elad and Y. Hel-Or: A fast super-resolution restoration algorithm for pure transitional motion and common space-invariant blur, IEEE Trans. on Image Processing, Vol.10 (2001), pp.1187-1193.

DOI: 10.1109/83.935034

Google Scholar

[5] Z. Lin and H. Y. Shum: Fundamental limits of reconstruction-based super-resolution algorithms under local translation, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.26 (2004), pp.83-97.

DOI: 10.1109/tpami.2004.1261081

Google Scholar

[6] D. J. Brady: Multiplexing sensors and the constant radiance theorem, Optics Letters, Vol.27 (2002), pp.16-18.

Google Scholar