Kniha Complex Visual Motion Analysis via Probabilistic  Variational Methods Gang Hua

Complex Visual Motion Analysis via Probabilistic Variational Methods

A Distributed and Collaborative Approach

Autor: Gang Hua
Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
1 407
The explosive growth of the internet have §accumulated gigantic amount of visual data. §Management a...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2009
Stránek
140
EAN
9783639117103
Enbook ID
06820552
Hmotnost
227
Rozměry
150 x 220 x 8

Kompletní popis

The explosive growth of the internet have §accumulated gigantic amount of visual data. §Management and retrieval of relevant information §from it become a more and more difficult task. §Moreover, as security becomes an important issue, §there are numerous surveillance cameras all around §the world which accumulate terabytes of video data §every day. How to intelligently analyze these video §data becomes a big challenge. These largely explain §the boom of the research on complex motion analysis, §the understanding of which would be essential for §higher level tasks such as visual recognition and §content understanding. This book provides a general §framework on complex motion analysis based on §probabilistic variational method. It provides a §distributed computational paradigm, since each §motion component is analyzed individually, with the §constraints from the other components being §reinforced. It is also a collaborative approach, §since it naturally integrates multiple information §cues to obtain the optimal solution.

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