2D Object Detection and Recognition: Models, Algorithms, and Networks

Description

• Author: Yali Amit
• Publisher: The MIT Press
• Publish Date: 01 November, 2002
• ISBN: 0262011948

• Hardcover: 324 pages
• Publisher: The MIT Press (November 1, 2002)
• Language: English
• ISBN: 0262011948
• List Price: $50.00
：
Book Description
Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency.

The book describes a range of deformable template models, from coarse sparse models involving discrete, fast computations to more finely detailed models based on continuum formulations, involving intensive optimization. Each model is defined in terms of a subset of points on a reference grid (the template), a set of admissible instantiations of these points (deformations), and a statistical model for the data given a particular instantiation of the object present in the image. A recurring theme is a coarse to fine approach to the solution of vision problems. The book provides detailed descriptions of the algorithms used as well as the code, and the software and data sets are available on the Web.

Book Info
Discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. Provides detailed descriptions of the algorithms used as well as the code and software and data sets.

Disclaimer:
Contents of this page are indexed from the Internet. All actions are under your responsability. Email us to report illegal contents or external links and we'll remove them immediately.

Download links for "2D Object Detection and Recognition: Models, Algorithms, and Networks":


How to Download
You may need eMule or Bittorrent to download ebook torrents or emule links.

Report Dead Link
Please leave a comment to report dead links, so that someone else may update new links.

1. Ebooks list page : 25
2. 2D Object Detection and Recognition: Models, Algorithms, and Networks
3. [share_ebook] 2D Object Detection and Recognition: Models, Algorithms, and Networks
4. 2D Object Detection and Recognition: Models, Algorithms, and Networks- Yali Amit
5. 2D Object Detection and Recognition: Models, Algorithms, and Networks
6. "2D Object Detection and Recognition: Models, Algorithm
7. 2D Object Detection and Recognition
8. 2D Object Detection and Recognition
9. 2D.Object.Detection.and.Recognition
10. Fuzzy Models & Algorithms for Pattern Recognition...
11. Fuzzy Models & Algorithms for Pattern Recognition...
12. Fuzzy Models & Algorithms for Pattern Recognition...
13. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
14. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing (The Handbooks of Fuzzy Sets)
15. Principles of Bacterial Detection: Biosensors, Recognition Receptors and Microsystems
16. Principles of Bacterial Detection: Biosensors, Recognition Receptors and Microsystems (ReUp)