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Author:   Robert B. Fisher ,  Yun-Heh Chen-Burger ,  Daniela Giordano ,  Lynda Hardman
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Volume:   104
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   6.328kg
ISBN:  

9783319302065

ISBN 10:   331930206
Pages:   319
Publication Date:   04 April 2016
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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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