Machine Vision Beyond Visible Spectrum

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Hammoud, Riad (Επιμελητής έκδοσης), Fan, Guoliang (Επιμελητής έκδοσης), McMillan, Robert W. (Επιμελητής έκδοσης), Ikeuchi, Katsushi (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Augmented Vision and Reality ; 1
• Θέματα: Engineering.; Image processing.; Control engineering.; Robotics.; Mechatronics.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Control, Robotics, Mechatronics.

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 co...

Πίνακας περιεχομένων:

• 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.