Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data (Paperback, Softcover reprint of the original 1st ed. 2016)


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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Product Description

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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Product Details

General

Imprint

Springer International Publishing AG

Country of origin

Switzerland

Series

Intelligent Systems Reference Library, 104

Release date

April 2018

Availability

Expected to ship within 10 - 15 working days

First published

2016

Editors

, , , ,

Dimensions

235 x 155 x 18mm (L x W x T)

Format

Paperback

Pages

319

Edition

Softcover reprint of the original 1st ed. 2016

ISBN-13

978-3-319-80750-8

Barcode

9783319807508

Categories

LSN

3-319-80750-1



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