Nonlinear Eigenproblems in Image Processing and Computer Vision

Guy Gilboa

Informasi Dasar

21.21.1735
006.37
Buku - Elektronik (E-Book)
4

This unique text/reference presents a fresh look at nonlinear processing through nonlinear eigenvalue analysis, highlighting how one-homogeneous convex functionals can induce nonlinear operators that can be analyzed within an eigenvalue framework. The text opens with an introduction to the mathematical background, together with a summary of classical variational algorithms for vision. This is followed by a focus on the foundations and applications of the new multi-scale representation based on non-linear eigenproblems. The book then concludes with a discussion of new numerical techniques for finding nonlinear eigenfunctions, and promising research directions beyond the convex case.

Subjek

Computers-system design
 

Katalog

Nonlinear Eigenproblems in Image Processing and Computer Vision
9783319758473
168p.: pdf file.; 5 MB
English

Sirkulasi

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Pengarang

Guy Gilboa
Perorangan
 
 

Penerbit

Springer International Publishing
New York
2018

Koleksi

Kompetensi

 

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