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

By Ali Mohamad-Djafari

the idea that of an inverse challenge is a well-known one to so much scientists and engineers, fairly within the box of sign and snapshot processing, imaging structures (medical, geophysical, business non-destructive checking out, etc.) and machine imaginative and prescient. In imaging structures, the purpose is not only to estimate unobserved photographs, but in addition their geometric features from saw amounts which are associated with those unobserved amounts throughout the ahead challenge. This booklet 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 technique to check inverse difficulties equivalent to: noise removing; recovery through 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 utilizing its shading; reconstruction of the outside of a 3D panorama in line with numerous satellite tv for pc photographs; super-resolution; movement estimation in a chain of pictures; separation of numerous photos combined utilizing tools with diversified sensitivities or move features; 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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