Fish4Knowledge

Collecting and Analyzing Massive Coral Reef Fish Video Data

Robert B. Fisher, Yun-Heh Chen-Burger, Daniela Giordano , Lynda Hardman

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English

Springer International Publishing AG
04 April 2016

Conservation of wildlife & habitats; Digital video: professional; Artificial intelligence

Series: Intelligent Systems Reference Library

Summary
Details

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.

Edited by: Robert B. Fisher, Yun-Heh Chen-Burger, Daniela Giordano, Lynda Hardman, Fang-Pang Lin
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 1st ed. 2016
Volume: 104
Dimensions: Height: 235mm, Width: 155mm, Spine: 21mm
Weight: 6.328kg
ISBN: 9783319302065
ISBN 10: 331930206X
Series: Intelligent Systems Reference Library
Pages: 319
Publication Date: 04 April 2016
Audience: College/higher education , Professional and scholarly , Further / Higher Education , Undergraduate
Format: Hardback
Publisher's Status: Active