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Sumeet Dua's Computational Analysis of the Human Eye with Applications PDF

By Sumeet Dua

ISBN-10: 9814340294

ISBN-13: 9789814340298

Advances in semi-automated high-throughput picture information assortment exercises, coupled with a decline in garage expenses and a rise in high-performance computing suggestions have resulted in an exponential surge in information accumulated by means of biomedical scientists and scientific practitioners. analyzing this uncooked info is a not easy job, and nowhere is that this extra obtrusive than within the box of opthalmology. The sheer velocity at which facts on cataracts, diabetic retinopathy, glaucoma and different eye issues are gathered, makes it most unlikely for the human observer to without delay visual display unit refined, but serious info.

This e-book is a singular and well-timed pastime to give, in an amalgamated structure, computational photograph modeling tools as utilized to numerous extrinsic medical difficulties in ophthalmology. it's self-contained and provides a hugely complete array of photograph modeling algorithms and methodologies suitable to ophthalmologic difficulties. The e-book is the 1st of its style, bringing eye imaging and multi-dimensional hyperspectral imaging and information fusion of the human eye, into concentration.

The editors are on the best in their fields and convey a robust multidisciplinary synergy to this visionary quantity. Their ''inverted-pyramid'' strategy in providing the content material, and concentrate on center purposes, will entice scholars and practitioners within the box

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Additional info for Computational Analysis of the Human Eye with Applications

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While we are familiar with the attributes and the advantages of wavelets in modern computer image analysis, it is clear that wavelets are an exciting aspect of computer image analysis that has great power to extend our knowledge of the algorithms and implementation of seeing systems further. In computational image analysis, in particular in applications such as automated biomedical image analysis and computer-aided manufacturing, 33 March 3, 2011 10:27 9in x 6in Computational Analysis of Human Eye with Applications b1055-ch01 Hilary W.

22. W. Discharge patterns and functional organization of mammalian retina. J Neurophysiol 16:37–68, 1953. 23. R. Functions of the on and off channels of the visual system. Nature 322:824–825, 1986. 24. A. Spectral sensitivity of human cone receptors. Nature 352:439–441, 1987. 25. L. K. A multi-stage color model. Vision Res 33:1053– 1065, 1993. 26. M. Circuitry for color coding in the primate retina. Proc Natl Acad Sci USA 93:582–588, 1996. 36 March 3, 2011 10:27 9in x 6in Computational Analysis of Human Eye with Applications b1055-ch01 The Biological and Computational Bases of Vision 27.

1. Non-linear brightness transform A direct, global method to adjust pixel intensity is the application of a brightness transform function to the image. 2) where x is the original pixel intensity, y is the adjusted image pixel, and 0 ≤ α ≤ 1, β = inmax1−α , inmax is the upper limit of intensity in the image. By selecting appropriate parameters α and inmax, an illumination effects-corrected image can be created (Fig. 2). A drawback for this method is that global point transformations do not take into account the luminance variations that are caused by the anatomical regions of the eye, thus decreasing feature contrast in certain areas.

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Computational Analysis of the Human Eye with Applications by Sumeet Dua

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