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Machine Vision Beyond Visible Spectrum de Riad Hammoud

Machine Vision Beyond Visible Spectrum: Augmented Vision and Reality, cartea 1

Editat de Riad Hammoud, Guoliang Fan, Robert W. McMillan, Katsushi Ikeuchi
en Limba Engleză Hardback – iun 2011
The material of this book encompasses many disciplines, including visible,
infrared, far infrared, millimeter wave, microwave, radar, synthetic aperture radar, and
electro-optical sensors as well as the very dynamic topics of image processing, computer
vision and pattern recognition.
This book is composed of six parts:
* Advanced background modeling for surveillance
* Advances in Tracking in Infrared imagery
* Methods for Pose estimation in Ultrasound and LWIR imagery
* Recognition in multi-spectral and synthetic aperture radar
* Fusion of disparate sensors
* Smart Sensors
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Specificații

ISBN-13: 9783642115677
ISBN-10: 3642115675
Pagini: 264
Ilustrații: X, 254 p.
Dimensiuni: 160 x 241 x 19 mm
Greutate: 0.57 kg
Ediția:2011
Editura: Springer
Colecția Augmented Vision and Reality
Seria Augmented Vision and Reality

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

1. Target Recognition in Infrared: Local Feature Based Person Detection and Tracking Beyond the Visible Spectrum.- Fuzzy mixture of Gaussians for the detection of moving objects in and beyond visible spectrum.- Dynamic Appearance Learning by Adaptive Kalman Filters for Robust Infrared Tracking.- Pedestrian Association and Localization in Monocular FIR Video Sequence.- Vehicle Matching and Recognition under Large Variations of Pose and Illumination.- 2. Multi-Sensor Fusion and Smart Sensors: Fusion of a Camera and a Laser Range Sensor for Vehicle Recognition.- Geometric Sequence (GS) Imaging with Bayesian Smoothing for Optical and Capacitive Imaging Sensors.- A System Approach to Adaptive Multimodal Sensor Designs.-3. Hyperspectral Image Analysis: Statistical Affine Invariant Hyperspectral Texture Descriptors Based Upon Harmonic Analysis.- Face Tracking and Classification Using Hyperspectral Video Sequences.- On near real-time moving Object Detection and Tracking in Multi-spectral Aerial imagery.

Textul de pe ultima copertă

The material of this book encompasses many disciplines, including visible, infrared, far infrared, millimeter wave, microwave, radar, synthetic aperture radar, and electro-optical sensors as well as the very dynamic topics of image processing, computer vision and pattern recognition.

This book is composed of six parts:

* Advanced background modeling for surveillance
* Advances in Tracking in Infrared imagery
* Methods for Pose estimation in Ultrasound and LWIR imagery
* Recognition in multi-spectral and synthetic aperture radar
* Fusion of disparate sensors
* Smart Sensors

Caracteristici

Gives a comprehensive overview on this fertile area for growth Includes many new developments Written by research experts from industry