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Books > Computing & IT > Applications of computing > Image processing
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Innovations for Shape Analysis - Models and Algorithms (Paperback, 2013 ed.)
Loot Price: R4,406
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Innovations for Shape Analysis - Models and Algorithms (Paperback, 2013 ed.)
Series: Mathematics and Visualization
Expected to ship within 10 - 15 working days
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The concept of 'shape' is at the heart of image processing and
computer vision, yet researchers still have some way to go to
replicate the human brain's ability to extrapolate meaning from the
most basic of outlines. This volume reflects the advances of the
last decade, which have also opened up tough new challenges in
image processing. Today's applications require flexible models as
well as efficient, mathematically justified algorithms that allow
data processing within an acceptable timeframe. Examining important
topics in continuous-scale and discrete modeling, as well as in
modern algorithms, the book is the product of a key seminar focused
on innovations in the field. It is a thorough introduction to the
latest technology, especially given the tutorial style of a number
of chapters. It also succeeds in identifying promising avenues for
future research. The topics covered include mathematical
morphology, skeletonization, statistical shape modeling,
continuous-scale shape models such as partial differential
equations and the theory of discrete shape descriptors. Some
authors highlight new areas of enquiry such as partite skeletons,
multi-component shapes, deformable shape models, and the use of
distance fields. Combining the latest theoretical analysis with
cutting-edge applications, this book will attract both academics
and engineers.
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