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9783319302065: Fish4knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

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ISBN 10 : 331930206X ISBN 13 : 9783319302065

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Overview of the Fish4Knowledge Project.- User Information Needs.- Supercomputing Resources.- Marine Video Data Capture and Storage.- Logical Data Resource Storage.- Software Architecture with Flexibility for the Data-Intensive Fish4Knowledge Project.- Fish4Knowledge Database Structure, Creating and Sharing Scientific Data).- Intelligent Workflow Management for Fish4Knowledge using the SWELL System.- Fish Detection.- Fish Tracking.- Hierarchical Classification System with Reject Option for Live Fish Recognition.- Fish Behavior Analysis.- Understanding Uncertainty Issues in the Exploration of Fish Counts.- Data Groundtruthing and Crowdsourcing.- Counting on Uncertainty: Obtaining Fish Counts from Machine Learning Decisions.- Experiments with the Full Fish4Knowledge Dataset.- The Fish4Knowledge Virtual World Gallery.- Conclusions.

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�diteur: Springer International Publishing AG
Date d'�dition: 2016
Langue: anglais
ISBN 10: 331930206X
ISBN 13: 9783319302065
Reliure: Reli�
Num�ro d'�dition: 1
Nombre de pages: 336
�diteur: Fisher Robert B., Chen-Burger Yun-Heh, Giordano Daniela, Hardman Lynda, Lin Fang-Pang
Coordonn�es du fabricant: ProductSafety@springernature.com
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9783319807508: Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data (eng)

Fisher, Robert B.

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data (Intelligent Systems Reference Library, 104)

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

Robert B. Fisher

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This bookgives a start-to-finish overview of the whole Fish4Knowledge project, in 18short chapters, each describing one aspect of the project. The Fish4Knowledgeproject explored the possibilities of big video data, in this case fromundersea video. Recording and analyzing 90 thousand hours of video from tencamera locations, the project gives a 3 year view of fish abundance in severaltropical coral reefs off the coast of Taiwan. The research system built aremote recording network, over 100 Tb of storage, supercomputer processing,video target detection and tracking, fish species recognition and analysis, alarge SQL database to record the results and an efficient retrieval mechanism.Novel user interface mechanisms were developed to provide easy access formarine ecologists, who wanted to explore the dataset. The book is a usefulresource for system builders, as it gives an overview of the many new methodsthat were created to build the Fish4Knowledge system in a manner that alsoallows readers to see how all the components fit together. 340 pp. Englisch. N� de r�f. du vendeur 9783319302065

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data: 104 (Intelligent Systems Reference Library)

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data: 104 (Intelligent Systems Reference Library)

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data: 104 (Intelligent Systems Reference Library)

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

Robert B. Fisher

Edit� par Springer, Springer Apr 2016, 2016

ISBN 10 : 331930206X ISBN 13 : 9783319302065

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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This bookgives a start-to-finish overview of the whole Fish4Knowledge project, in 18short chapters, each describing one aspect of the project. The Fish4Knowledgeproject explored the possibilities of big video data, in this case fromundersea video. Recording and analyzing 90 thousand hours of video from tencamera locations, the project gives a 3 year view of fish abundance in severaltropical coral reefs off the coast of Taiwan. The research system built aremote recording network, over 100 Tb of storage, supercomputer processingvideo target detection and tracking, fish species recognition and analysis, alarge SQL database to record the results and an efficient retrieval mechanism.Novel user interface mechanisms were developed to provide easy access formarine ecologists, who wanted to explore the dataset. The book is a usefulresource for system builders, as it gives an overview of the many new methodsthat were created to build the Fish4Knowledge system in a manner that alsoallows readers to see how all the components fit together.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 340 pp. Englisch. N� de r�f. du vendeur 9783319302065

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

Fisher, Robert B. (Edited by)/ Chen-Burger, Yun-Heh (Edited by)/ Giordano, Daniela (Edited by)/ Hardman, Lynda (Edited by)/ Lin, Fang-Pang (Edited by)

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

Robert B. Fisher

Edit� par Springer International Publishing, 2016

ISBN 10 : 331930206X ISBN 13 : 9783319302065

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This bookgives a start-to-finish overview of the whole Fish4Knowledge project, in 18short chapters, each describing one aspect of the project. The Fish4Knowledgeproject explored the possibilities of big video data, in this case fromundersea video. Recording and analyzing 90 thousand hours of video from tencamera locations, the project gives a 3 year view of fish abundance in severaltropical coral reefs off the coast of Taiwan. The research system built aremote recording network, over 100 Tb of storage, supercomputer processing,video target detection and tracking, fish species recognition and analysis, alarge SQL database to record the results and an efficient retrieval mechanism.Novel user interface mechanisms were developed to provide easy access formarine ecologists, who wanted to explore the dataset. The book is a usefulresource for system builders, as it gives an overview of the many new methodsthat were created to build the Fish4Knowledge system in a manner that alsoallows readers to see how all the components fit together. N� de r�f. du vendeur 9783319302065

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Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

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Edit� par Palgrave Macmillan, 2016

ISBN 10 : 331930206X ISBN 13 : 9783319302065

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Etat : Sehr gut. Zustand: Sehr gut | Seiten: 340 | Sprache: Englisch | Produktart: B�cher | This bookgives a start-to-finish overview of the whole Fish4Knowledge project, in 18short chapters, each describing one aspect of the project. The Fish4Knowledgeproject explored the possibilities of big video data, in this case fromundersea video. Recording and analyzing 90 thousand hours of video from tencamera locations, the project gives a 3 year view of fish abundance in severaltropical coral reefs off the coast of Taiwan. The research system built aremote recording network, over 100 Tb of storage, supercomputer processing,video target detection and tracking, fish species recognition and analysis, alarge SQL database to record the results and an efficient retrieval mechanism.Novel user interface mechanisms were developed to provide easy access formarine ecologists, who wanted to explore the dataset. The book is a usefulresource for system builders, as it gives an overview of the many new methodsthat were created to build the Fish4Knowledge system in a manner that alsoallows readers to see how all the components fit together. N� de r�f. du vendeur 26474997/12

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