Computer Vision Beyond the Visible Spectrum
by
Bhanu, Bir. editor.
Title
:
Computer Vision Beyond the Visible Spectrum
Author
:
Bhanu, Bir. editor.
ISBN
:
9781846280658
Physical Description
:
X, 320 p. 156 illus., 5 illus. in color. online resource.
Series
:
Advances in Pattern Recognition
Contents
:
A Theoretical Framework for Predicting Performance of Object Recognition -- Methods for Improving the Performance of an SAR Recognition System -- Three-Dimensional Laser Radar Recognition Approaches -- Target Classification Using Adaptive Feature Extraction and Subspace Projection for Hyperspectral Imagery -- Moving Object Detection and Compression in IR Sequences -- Face Recognition in the Thermal Infrared -- Cardiovascular MR Image Analysis -- Visualization and Segmentation Techniques in 3D Ultrasound Images -- Time-Frequency Analysis in Terahertz-Pulsed Imaging.
Abstract
:
Recently, there has been a dramatic increase in the use of sensors in the non-visible bands. As a result, there is a need for existing computer vision methods and algorithms to be adapted for use with non-visible sensors, or for the development of completely new methods and systems. Computer Vision Beyond the Visible Spectrum is the first book to bring together state-of-the-art work in this area. It presents new & pioneering research across the electromagnetic spectrum in the military, commercial, and medical domains. By providing a detailed examination of each of these areas, it focuses on the development of state-of-the-art algorithms and looks at how they can be used to solve existing & new challenges within computer vision. Essential reading for academics & industrial researchers working in the area of computer vision, image processing, and medical imaging, it will also be useful background reading for advanced undergraduate & postgraduate students.
Subject Term
:
Computer science.
Neurosciences.
Artificial intelligence.
Computer graphics.
Computer vision.
Optical pattern recognition.
Image Processing and Computer Vision.
Pattern Recognition.
Artificial Intelligence (incl. Robotics).
Electronic and Computer Engineering.
Added Author
:
Bhanu, Bir.
Pavlidis, Ioannis.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 508327-1001 | T385 | Online Springer |