Lybrary.com: ebooks and download videos Search All  Title  Author 
Home / Nonfiction / Computers / Computer Vision

Emerging Trends in Image Processing, Computer Vision and Pattern Recognition

$130.00
| £108.79 | €124.66 | Ca$174.30 | Au$176.97
by Leonidas Deligiannidis
What is this?DRM-EPUB by download  |  $130.00
What is this?DRM-PDF by download  |  $130.00
add to wish list
Emerging Trends in Image Processing, Computer Vision and Pattern Recognition by Leonidas Deligiannidis

Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by Big Data and Data Analytic initiatives including but not limited to; applications as diverse as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering. These three core topics discussed here provide a solid introduction to image processing along with low-level processing techniques, computer vision fundamentals along with examples of applied applications and pattern recognition algorithms and methodologies that will be of value to the image processing and computer vision research communities.

Drawing upon the knowledge of recognized experts with years of practical experience and discussing new and novel applications Editors' Leonidas Deligiannidis and Hamid Arabnia cover;

  • Many perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation
  • Key application techniques in computer vision some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication
  • Pattern recognition algorithms including but not limited to; Supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms.
  • How to use image processing and visualization to analyze big data.

  • Discusses novel applications that can benefit from image processing, computer vision and pattern recognition such as computational biology, biometrics, biomedical imaging, robotics, security, and knowledge engineering.
  • Covers key application techniques in computer vision from fundamentals to mid to high level processing some of which are camera networks and vision, image feature extraction, face and gesture recognition and biometric authentication.
  • Presents a number of pattern recognition algorithms and methodologies including but not limited to; supervised and unsupervised classification algorithms, Ensemble learning algorithms, and parsing algorithms.
  • Explains how to use image processing and visualization to analyze big data.

To view this DRM protected ebook on your desktop or laptop you will need to have Adobe Digital Editions installed. It is a free software. We also strongly recommend that you sign up for an AdobeID at the Adobe website. For more details please see FAQ 1&2. To view this ebook on an iPhone, iPad or Android mobile device you will need the Adobe Digital Editions app, or BlueFire Reader or Txtr app. These are free, too. For more details see this article.


SHARE  Share by Email  Share on Facebook  Share on Twitter  Share on Linked In  Share on Delicious
or call in the US toll free 1-888-866-9150 product ID: 661705

Ebook Details
Pages: 640
Size: 50.8 MB
Publisher: Morgan Kaufmann
Date published:   2014
ISBN: 2370006355120 (DRM-EPUB)
9780128020920 (DRM-PDF)

DRM Settings
Copying:allowed
Printing:allowed
Read Aloud:  not allowed

This product is listed in the following category:

Nonfiction > Computers > Computer Vision

If you find anything wrong with this product listing, perhaps the description is wrong, the author is incorrect, or it is listed in the wrong category, then please contact us. We will promptly address your feedback.

Submit 5 page SummaryWhat is this?

01/19/2017
© 2017 Lybrary.com