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Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Remote sensing
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Remote Sensing Image Fusion (Paperback)
Loot Price: R1,755
Discovery Miles 17 550
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Remote Sensing Image Fusion (Paperback)
Series: Signal and Image Processing of Earth Observations
Expected to ship within 12 - 19 working days
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A synthesis of more than ten years of experience, Remote Sensing
Image Fusion covers methods specifically designed for remote
sensing imagery. The authors supply a comprehensive classification
system and rigorous mathematical description of advanced and
state-of-the-art methods for pansharpening of multispectral images,
fusion of hyperspectral and panchromatic images, and fusion of data
from heterogeneous sensors such as optical and synthetic aperture
radar (SAR) images and integration of thermal and
visible/near-infrared images. They also explore new trends of
signal/image processing, such as compressive sensing and sparse
signal representations. The book brings a new perspective to a
multidisciplinary research field that is becoming increasingly
articulate and comprehensive. It fosters signal/image processing
methodologies toward the goal of information extraction, either by
humans or by machines, from remotely sensed images. The authors
explain how relatively simple processing methods tailored to the
specific features of the images may be winning in terms of reliable
performance over more complex algorithms based on mathematical
theories and models unconstrained from the physical behaviors of
the instruments. Ultimately, the book covers the births and
developments of three generations of RS image fusion. Established
textbooks are mainly concerned with the earliest generation of
methods. This book focuses on second generation methods you can use
now and new trends that may become third generation methods. Only
the lessons learned with second generation methods will be capable
of fostering the excellence among the myriad of methods that are
proposed almost every day by the scientific literature.
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