Image Fusion Theories, Techniques and Applications /

• Main Author: Mitchell, H. B. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Subjects: Engineering.; Artificial intelligence.; Computer vision.; Mathematics.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-11216-4

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...

Table of Contents:

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