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Hammoud / Ikeuchi / Fan

Machine Vision Beyond Visible Spectrum

Medium: Buch
ISBN: 978-3-642-26850-2
Verlag: Springer
Erscheinungstermin: 03.08.2013
Lieferfrist: bis zu 10 Tage
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

Produkteigenschaften


  • Artikelnummer: 9783642268502
  • Medium: Buch
  • ISBN: 978-3-642-26850-2
  • Verlag: Springer
  • Erscheinungstermin: 03.08.2013
  • Sprache(n): Englisch
  • Auflage: 2011
  • Serie: Augmented Vision and Reality
  • Produktform: Kartoniert, Paperback
  • Gewicht: 406 g
  • Seiten: 254
  • Format (B x H x T): 155 x 235 x 15 mm
  • Ausgabetyp: Kein, Unbekannt

Autoren/Hrsg.

Herausgeber

Hammoud, Riad

Ikeuchi, Katsushi

Fan, Guoliang

McMillan, Robert W.

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.