Variational Methods in Image Processing (Chapman & Hall/CRC by Luminita A. Vese,Carole Le Guyader

By Luminita A. Vese,Carole Le Guyader

Variational tools in picture Processing offers the rules, innovations, and purposes of variational snapshot processing. The textual content specializes in variational versions, their corresponding Euler–Lagrange equations, and numerical implementations for photograph processing. It balances conventional computational types with extra sleek innovations that resolve the most recent demanding situations brought by way of new photograph acquisition devices.

The e-book addresses crucial difficulties in picture processing in addition to different comparable difficulties and purposes. each one bankruptcy offers the matter, discusses its mathematical formula as a minimization challenge, analyzes its mathematical well-posedness, derives the linked Euler–Lagrange equations, describes the numerical approximations and algorithms, explains numerous numerical effects, and features a checklist of routines. MATLAB® codes can be found online.

Filled with tables, illustrations, and algorithms, this self-contained textbook is essentially for complicated undergraduate and graduate scholars in utilized arithmetic, clinical computing, clinical imaging, laptop imaginative and prescient, desktop technology, and engineering. It additionally deals an in depth evaluation of the appropriate variational versions for engineers, pros from academia, and people within the picture processing industry.

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