Machine Learning in Computer Vision

N Sebe, Ira Cohen, Ashutosh Garg, Thomas S Huang, Nicu Sebe (Autoren)

Buch | Softcover

242 Seiten

2014 | 2005 ed.
Springer (Verlag)
978-94-007-8900-5 (ISBN)

Infos

The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of complex real-world applications. The effective usage of machine learning technology in real-world computer vision problems requires understanding the domain of application, abstraction of a learning problem from a given computer vision task, and the selection of appropriate representations for the learnable (input) and learned (internal) entities of the system.

Produkt-Details

• Erscheint lt. Verlag: 14.4.2014
• Reihe/Serie: Computational Imaging and Vision ; 29
• Zusatzinfo: Bibliography
• Verlagsort: Dordrecht
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Grafik / Design
• Themenwelt: Informatik ► Software Entwicklung ► User Interfaces (HCI)
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Computerprogramme / Computeralgebra
• ISBN-10: 94-007-8900-9 / 9400789009
• ISBN-13: 978-94-007-8900-5 / 9789400789005
• Zustand: Neuware