Image Fusion Theories, Techniques and Applications /

• Κύριος συγγραφέας: Mitchell, H. B. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Θέματα: Engineering.; Artificial intelligence.; Image processing.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Applications of Mathematics.

This textbook provides a comprehensive introduction to the theories, techniques and applications of image fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science. It should also be useful to practicing engineers who wish to learn...

Πίνακας περιεχομένων:

• Image Sensors
• I: Theories
• Common Representational Format
• Spatial Alignment
• Semantic Equivalence
• Radiometric Calibration
• Pixel Fusion
• II: Techniques
• Multi-resolution Analysis
• Image Sub-space Techniques
• Ensemble Learning
• Re-sampling Methods
• Image Thresholding
• Image Key Points
• Image Similarity Measures
• Vignetting, White Balancing and Automatic Gain Control Effects
• Color Image Spaces
• Markov Random Fields
• Image Quality
• III: Applications
• Pan-sharpening
• Ensemble Color Image Segmentation
• STAPLE: Simultaneous Truth and Performance Level Estimation
• Biometric Technologies.