Efficient Algorithms for Global Optimization Methods in Computer Vision, 2014 International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers Image Processing, Computer Vision, Pattern Recognition, and Graphics Series
Langue : Anglais
Coordonnateurs : Bruhn Andrés, Pock Thomas, Tai Xue-Cheng
This book constitutes the thoroughly refereed post-conference proceedings of the International Dagstuhl-Seminar on Efficient Algorithms for Global Optimization Methods in Computer Vision, held in Dagstuhl Castle, Germany, in November 2011. The 8 revised full papers presented were carefully reviewed and selected by 12 lectures given at the seminar. The seminar focused on the entire algorithmic development pipeline for global optimization problems in computer vision: modelling, mathematical analysis, numerical solvers and parallelization. In particular, the goal of the seminar was to bring together researchers from all four fields to analyze and discuss the connections between the different stages of the algorithmic design pipeline.
Mathematical Optimization.- Modeling.- Nonconvex Optimization.- Shape Representations.
Discusses recent advances and challenges in the design and the solution of global optimization methods applied in computer vision for fundamental problems such as stereo reconstruction, image restoration, and object segmentation
Interdisciplinary set of authors, including researchers from mathematics and computer science
The contributions in this volume reflect the state of the art in the field
Includes supplementary material: sn.pub/extras
Date de parution : 05-2014
Ouvrage de 175 p.
15.5x23.5 cm
Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).
Prix indicatif 42,20 €
Ajouter au panierThème d’Efficient Algorithms for Global Optimization Methods in... :
© 2024 LAVOISIER S.A.S.
