Ali Mohamad-Djafari's Inverse Problems in Vision and 3D Tomography (Digital Signal PDF

By Ali Mohamad-Djafari

ISBN-10: 1848211724

ISBN-13: 9781848211728

the concept that of an inverse challenge is a well-known one to so much scientists and engineers, really within the box of sign and snapshot processing, imaging platforms (medical, geophysical, commercial non-destructive trying out, etc.) and machine imaginative and prescient. In imaging structures, the purpose isn't just to estimate unobserved pictures, but in addition their geometric features from saw amounts which are associated with those unobserved amounts during the ahead challenge. This publication makes a speciality of imagery and imaginative and prescient difficulties that may be truly written by way of an inverse challenge the place an estimate for the picture and its geometrical attributes (contours and areas) is sought.

The chapters of this publication use a constant method to check inverse difficulties reminiscent of: noise elimination; recovery by way of deconvolution; 2nd or 3D reconstruction in X-ray, tomography or microwave imaging; reconstruction of the outside of a 3D item utilizing X-ray tomography or using its shading; reconstruction of the outside of a 3D panorama in keeping with numerous satellite tv for pc pictures; super-resolution; movement estimation in a series of pictures; separation of numerous photos combined utilizing tools with diversified sensitivities or move services; and more.

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Inverse Problems in Vision and 3D Tomography (Digital Signal and Image Processing) by Ali Mohamad-Djafari


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