Subhasis Chaudhuri (auth.), Subhasis Chaudhuri (eds.)'s Super-Resolution Imaging PDF

By Subhasis Chaudhuri (auth.), Subhasis Chaudhuri (eds.)

ISBN-10: 0306470047

ISBN-13: 9780306470042

ISBN-10: 0792374711

ISBN-13: 9780792374718

Super-Resolution Imaging serves as a necessary reference for either academicians and practising engineers. it may be used either as a textual content for complicated classes in imaging and as a table reference for these operating in multimedia, electric engineering, laptop technological know-how, and arithmetic.
the 1st publication to hide the recent learn zone of super-resolution imaging, this article comprises paintings at the following groundbreaking themes:

  • snapshot zooming according to wavelets and generalized interpolation;
  • Super-resolution from sub-pixel shifts;
  • Use of blur as a cue;
  • Use of warping in super-resolution;
  • solution enhancement utilizing a number of apertures;
  • Super-resolution from movement facts;
  • Super-resolution from compressed video;
  • Limits in super-resolution imaging.

Written by means of the major specialists within the box, Super-Resolution Imaging provides a finished research of present know-how, in addition to new study findings and instructions for destiny work.

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Extra resources for Super-Resolution Imaging

Example text

Of America, Series A, vol. 11, no. 5, pp. 572–579, 1994. [37] P. Sementilli, B. Hunt, and M. Nadar, “Analysis of the limit to super-resolution in incoherent imaging,” Journal of Optical Society of America, Series A, vol. 10, pp. 2265–2276, 1993. D. thesis, School of Biomedical Engineering, Indian Institute of Technology, Bombay, 2001. [39] S. Chaudhuri and A. N. Rajagopalan, Depth from defocused images: A real aperture imaging approach, Springer-Verlag, New York, 1999. [40] Michal Irani and Shmuel Peleg, “Motion analysis for image enhancement : resolution, occlusion and transparency,” Journal of Visual Communication and Image Representation, vol.

Their method extrapolates wavelet transform extrema across scales, and, important singularities are selected. Corresponding extrema across the scales are associated using least squares error criterion. Nicolier et al [17] uses zero-crossings to predict the high frequency coefficients in the wavelet domain. Using order type wavelets, zerocrossings in the detail coefficients are produced at the location of a step signal. They have shown the result using 9th order B-spline wavelet for the purpose.

IEEE Transactions on Information Theory, 38:617–643, Mar 1992. [12] Stephen G. Mallat and Sifen Zhong. “Characterization of signals from multiscale edges”. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(7):710–732, July 1992. [13] Stephen A. Martucci. “Interpolation in the dst and dct domains ”. In “International Conference on Image Processing ICIP-2000”, 2000. [14] Michael Unser, Akram Aldroubiand Murray Eden. “Color information for region segmentation”. IEEE Tx on Image Processing, 4(3):247–258, March 1995.

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Super-Resolution Imaging by Subhasis Chaudhuri (auth.), Subhasis Chaudhuri (eds.)


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