Machine Vision Beyond Visible Spectrum
Springer Berlin (Verlag)
978-3-642-11567-7 (ISBN)
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
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.
| Erscheint lt. Verlag | 1.6.2011 |
|---|---|
| Reihe/Serie | Augmented Vision and Reality |
| Zusatzinfo | X, 254 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 536 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | electro-optical sensors • far infrared • LWIR • millimeter wave sensors • Pose • Synthetic Aperture Radar |
| ISBN-10 | 3-642-11567-5 / 3642115675 |
| ISBN-13 | 978-3-642-11567-7 / 9783642115677 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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