Mathematical Problems in Image Processing
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Book Description
Partial differential equations and variational methods were introduced into image processing about 15 years ago, and intensive research has been carried out since then. The main goal of this work is to present the variety of image analysis applications and the precise mathematics involved. It is intended for two audiences. The first is the mathematical community, to show the contribution of mathematics to this domain and to highlight some unresolved theoretical questions. The second is the computer vision community, to present a clear, self-contained, and global overview of the mathematics involved in image processing problems. This book will be useful to researchers and graduate students in mathematics and computer vision.
Mathematical Problems in Image Processing,Gilles Aubert,Pierre Kornprobst,Springer,0387953264,Applied,Applied Mathematics,Computer Vision,Data Transmission Systems - General,Differential Equations,Digital Image Processing,Functional Analysis,Image processing,Imaging Systems,Mathematics,Science/Mathematics,Applied optics,Artificial intelligence,Calculus of Variations,Mathematics / Mathematical Analysis,Mathematics for scientists & engineers,PDE,PDEs in image processing,Partial Differential Equations,image analysis,variational methods in image processing
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