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Granular Video Computing: With Rough Sets, Deep Learning And In Iot (Hardcover)
Loot Price: R2,410
Discovery Miles 24 100
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Granular Video Computing: With Rough Sets, Deep Learning And In Iot (Hardcover)
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This volume links the concept of granular computing using deep
learning and the Internet of Things to object tracking for video
analysis. It describes how uncertainties, involved in the task of
video processing, could be handled in rough set theoretic granular
computing frameworks. Issues such as object tracking from videos in
constrained situations, occlusion/overlapping handling, measuring
of the reliability of tracking methods, object recognition and
linguistic interpretation in video scenes, and event prediction
from videos, are the addressed in this volume. The book also looks
at ways to reduce data dependency in the context of unsupervised
(without manual interaction/ labeled data/ prior information)
training.This book may be used both as a textbook and reference
book for graduate students and researchers in computer science,
electrical engineering, system science, data science, and
information technology, and is recommended for both students and
practitioners working in computer vision, machine learning, video
analytics, image analytics, artificial intelligence, system design,
rough set theory, granular computing, and soft computing.
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