Computer Vision Beyond the Visible Spectrum

Bir Bhanu, Ioannis Pavlidis (Herausgeber)

Buch | Softcover

320 Seiten

2010 | Softcover reprint of hardcover 1st ed. 2005
Springer London Ltd (Verlag)
978-1-84996-887-4 (ISBN)

Artikel merken

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.

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.

Erscheint lt. Verlag	21.10.2010
Reihe/Serie	Advances in Pattern Recognition
Zusatzinfo	5 Illustrations, color; 151 Illustrations, black and white; X, 320 p. 156 illus., 5 illus. in color.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Software Entwicklung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Naturwissenschaften ► Biologie ► Zoologie
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-84996-887-X / 184996887X
ISBN-13	978-1-84996-887-4 / 9781849968874
Zustand	Neuware