Mohlo by sa vám tiež páčiť

Informovať o naskladnení knihy

Viac informácií o knihe Markov Random Fields for Vision and Image Processing

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 185 bodov

Anotácia knihy

This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction, image segmentation, 3D vision, and object labeling. It offers key findings and state-of-the-art research on both algorithms and applications. After an introduction to the fundamental concepts used in MRFs, the book reviews some of the main algorithms for performing inference with MRFs; presents successful applications of MRFs, including segmentation, super-resolution, and image restoration, along with a comparison of various optimization methods; discusses advanced algorithmic topics; addresses limitations of the strong locality assumptions in the MRFs discussed in earlier chapters; and showcases applications that use MRFs in more complex ways, as components in bigger systems or with multiterm energy functions. The book will be an essential guide to current research on these powerful mathematical tools.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Applied mathematics

• Celý názov: Markov Random Fields for Vision and Image Processing
• Autor: Andrew Blake, Pushmeet Kohli, Carsten Rother
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 472
• EAN: 9780262015776
• ISBN: 0262015773
• ID: 04560329
• Nakladateľ: MIT Press Ltd
• Hmotnosť: 920 g
• Rozmery: 227 × 179 × 28 mm
• Dátum vydania: 22. July 2011

---

---

---