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will continue to access your digital ebook products whilst you have
your Bookshelf installed. For courses in Image Processing and
Computer Vision. For years, Image Processing has been the
foundational text for the study of digital image processing. The book
is suited for students at the college senior and first-year graduate
level with prior background in mathematical analysis, vectors,
matrices, probability, statistics, linear systems, and computer
programming. As in all earlier editions, the focus of this edition of
the book is on fundamentals. The 4th Edition is based on an extensive
survey of faculty, students, and independent readers in 5 institutions
from 3 countries. Their feedback led to expanded or new coverage of
topics such as deep learning and deep neural networks, including
convolutional neural nets, the scale-invariant feature transform
(SIFT), MERS, graph cuts, k-means clustering and superpiels, active
contours (snakes and level sets), and each histogram matching. Major
improvements were made in reorganising the material on image
transforms into a more cohesive presentation, and in the discussion of
spatial kernels and spatial filtering. Major revisions and additions
were made to examples and homework exercises throughout the book.
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Produktdetaljer
ISBN
9781292223070
Publisert
2018
Utgave
4. utgave
Utgiver
Vendor
Pearson (Intl)
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter