Gang Xiao,
Durga Prasad Bavirisetti,
Gang Liu,
Xingchen Zhang
e.a.
Image Fusion
Gebonden Engels 2020 9789811548666
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book systematically discusses the basic concepts, theories, research and latest trends in image fusion. It focuses on three image fusion categories – pixel, feature and decision – presenting various applications, such as medical imaging, remote sensing, night vision, robotics and autonomous vehicles. Further, it introduces readers to a new category: edge-preserving-based image fusion, and provides an overview of image fusion based on machine learning and deep learning. As such, it is a valuable resource for graduate students and scientists in the field of digital image processing and information fusion.
Specificaties
ISBN13:9789811548666
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore
Lezersrecensies
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Inhoudsopgave
Preface.- Author introduction.- Acknowledgement.- Part I: Image Fusion Theories.- Chapter 1: Introduction to Image Fusion.- Chapter 2: Pixel-level Image Fusion.- Chapter 3: Feature-level Image Fusion.- Chapter 4: Decision-level Image Fusion.- Chapter 5: Multi-sensor Dynamic Image Fusion.- Chapter 6: Objective Fusion Metrics.- Chapter 7: Image Fusion Based on Machine Learning and Deep Learning.- Part II: Experimental Examples.- Chapter 8: Example 1: Medical Image Fusion.- Chapter 9: Example 2: Night Vision image Fusion.- Chapter 10: Simulation Platform of Image Fusion.
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