Nonlinear Eigenproblems in Image Processing and Computer Vision

Guy Gilboa

Informasi Umum

Kode

21.21.1735

Klasifikasi

006.37 - Computer Vision

Jenis

Buku - Elektronik (E-Book)

Subjek

Computers-system Design

No. Rak

Tel-U Bandung - Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3

Dilihat

123 kali

Informasi Lainnya

Abstraksi

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.