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Multi-Sensor Image Fusion and Its Applications : Signal Processing and Communications - Rick S. Blum

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Multi-Sensor Image Fusion and Its Applications

Name: Multi-Sensor Image Fusion and Its Applications
Brand: Taylor & Francis Inc
Price: 384.25 AUD
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By: Rick S. Blum (Editor), Zheng Liu (Editor)

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Hardcover | 28 July 2005 | Edition Number 1

At a Glance

Hardcover
526 Pages

Dimensions(cm)
23.8 x 16.0 x 3.3

Hardcover

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Taking another lesson from nature, the latest advances in image processing technology seek to combine image data from several diverse types of sensors in order to obtain a more accurate view of the scene: very much the same as we rely on our five senses. Multi-Sensor Image Fusion and Its Applications 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.

Supplying a 28-page full-color insert, Multi-Sensor Image Fusion and Its Applications clearly demonstrates the benefits and possibilities of this revolutionary development. It provides a solid knowledge base for applying these cutting-edge techniques to new challenges and creating future advances.

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You Can Find This Book In

Non-Fiction Engineering & Technology Mechanical Engineering & Materials Mechanical Engineering Computing & I.T.Computer Science Image Processing Energy Technology & Engineering Electrical Engineering Electronics & Communications Engineering Communications Engineering & Telecommunications Other Technologies & Applied Sciences

Applied Optics

An overview of image fusion	p. 1
Mutual information based image registration with application to 3D medical brain imagery	p. 37
Studies on registration and fusion of retinal images	p. 57
Nonrigid MR/US registration for tracking brain deformations	p. 107
Multisensor data inversion and fusion based on shared image structure	p. 145
Entropic graphs for registration	p. 185
Fusion of images from different electro-optical sensing modalities for surveillance and navigation tasks	p. 237
A statistical signal processing approach to image fusion using hidden Markov models	p. 265
Multimodal human recognition systems	p. 289
Change detection/interpretation with evidential fusion of contextual attributes - application to multipass RADARSAT-1 data	p. 303
Multisensor registration for Earth remotely sensed imagery	p. 323
System and model-based approaches to data fusion for NDE applications	p. 347
Fusion of multimodal NDI images for aircraft corrosion detection and quantification	p. 375
Fusion of blurred images	p. 405
Gaze-contingent multimodality displays for visual information fusion : systems and applications	p. 431
Structural and information theoretic approaches to image quality assessment	p. 473
Table of Contents provided by Blackwell. All Rights Reserved.

Multi-Sensor Image Fusion and Its Applications

At a Glance

Hardcover

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