Inverse Problems in Vision and 3D Tomography is popular PDF and ePub book, written by Ali Mohamad-Djafari in 2013-01-29, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Inverse Problems in Vision and 3D Tomography can be Read Online from any device for your convenience.
Inverse Problems in Vision and 3D Tomography Book PDF Summary
The concept of an inverse problem is a familiar one to most scientists and engineers, particularly in the field of signal and image processing, imaging systems (medical, geophysical, industrial non-destructive testing, etc.), and computer vision. In imaging systems, the aim is not just to estimate unobserved images but also their geometric characteristics from observed quantities that are linked to these unobserved quantities by a known physical or mathematical relationship. In this manner techniques such as image enhancement or addition of hidden detail can be delivered. This book focuses on imaging and vision problems that can be clearly described in terms of an inverse problem where an estimate for the image and its geometrical attributes (contours and regions) is sought. The book uses a consistent methodology to examine inverse problems such as: noise removal; restoration by deconvolution; 2D or 3D reconstruction in X-ray, tomography or microwave imaging; reconstruction of the surface of a 3D object using X-ray tomography or making use of its shading; reconstruction of the surface of a 3D landscape based on several satellite photos; super-resolution; motion estimation in a sequence of images; separation of several images mixed using instruments with different sensitivities or transfer functions; and much more.
Detail Book of Inverse Problems in Vision and 3D Tomography PDF
- Author : Ali Mohamad-Djafari
- Release : 29 January 2013
- Publisher : John Wiley & Sons
- ISBN : 9781118600467
- Genre : Technology & Engineering
- Total Page : 369 pages
- Language : English
- PDF File Size : 20,8 Mb
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