"Multi-Sensor Image Fusion and Its Applications" ed. by Rick S. Blum, Zheng Liu (Repost)

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"Multi-Sensor Image Fusion and Its Applications" by Rick S. Blum, Zheng Liu
Signal Processing and Communications
CRC Press | 2006 | ISBN: 0849334179 1420026984 9781420026986 9780849334177 | 536 pages | PDF | 12 MB

This volume presents advanced theory, techniques and applications for multi-sensor image fusion and registration, includes case studies that illustrate the application of techniques to real problems, providing hands-on knowledge

This book is the first text dedicated to the theory and practice of the registration and fusion of image data, covering such approaches as statistical methods, color-related techniques, model-based methods, and visual information display strategies.
After a review of state-of-the-art image fusion techniques, the book provides an overview of fusion algorithms and fusion performance evaluation. The following chapters explore recent progress and practical applications of the proposed techniques to solving problems in such areas as medical diagnosis, surveillance and biometric systems, remote sensing, nondestructive evaluation, blurred image restoration, and image quality assessment. Recognized leaders from industry and academia contribute the chapters, reflecting the latest research trends and providing useful algorithms to aid implementation.

Contents
Preface
Editors
Contributors
Dedication
1 An Overview of Image Fusion
2 Mutual Information Based Image Registration with Application to 3D Medical Brain Imagery
3 Studies on Registration and Fusion of Retinal Images
4 Nonrigid MR/US Registration for Tracking Brain Deformations
5 Multisensor Data Inversion and Fusion Based on Shared Image Structure
6 Entropic Graphs for Registration
7 Fusion of Images from Different Electro-Optical Sensing Modalities for Surveillance and Navigation Tasks
8 A Statistical Signal Processing Approach to Image Fusion Using Hidden Markov Models
9 Multimodal Human Recognition Systems
10 Change Detection/Interpretation with Evidential Fusion of Contextual Attributes — Application to Multipass RADARSAT-1 Data
11 Multisensor Registration for Earth Remotely Sensed Imagery
12 System and Model-Based Approaches to Data Fusion for NDE Applications
13 Fusion of Multimodal NDI Images for Aircraft Corrosion Detection and Quantification
14 Fusion of Blurred Images
15 Gaze-Contingent Multimodality Displays for Visual Information Fusion: Systems and Applications
16 Structural and Information Theoretic Approaches to Image Quality Assessment
with TOC BookMarkLinks