Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

Autor: ROBERT B. FISHER

Język:

Oprawa: Miękka

Wydawca: Springer International Publishing AG

Dostępność: Dostępna u dostawcy

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This book gives a start-to-finish overview of the whole Fish4Knowledge project, in 18 short chapters...

Informacje o książce

Autor

ROBERT B. FISHER

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2018

strony

319

EAN

9783319807508

ISBN

9783319807508

Enbook ID

19415636

Wydawca

Springer International Publishing AG

Waga

5153

Wymiary

155 x 235 x 19

Pełny opis

This book gives a start-to-finish overview of the whole Fish4Knowledge project, in 18 short chapters, each describing one aspect of the project. The Fish4Knowledge project explored the possibilities of big video data, in this case from undersea video. Recording and analyzing 90 thousand hours of video from ten camera locations, the project gives a 3 year view of fish abundance in several tropical coral reefs off the coast of Taiwan. The research system built a remote recording network, over 100 Tb of storage, supercomputer processing, video target detection and tracking, fish species recognition and analysis, a large SQL database to record the results and an efficient retrieval mechanism. Novel user interface mechanisms were developed to provide easy access for marine ecologists, who wanted to explore the dataset. The book is a useful resource for system builders, as it gives an overview of the many new methods that were created to build the Fish4Knowledge system in a manner that also allows readers to see how all the components fit together.

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