Fish4Knowledge : collecting and analyzing massive coral reef fish video data /: collecting and analyzing massive coral reef fish video data. ([2016])

• Record Type: Book
• Further Information: Note: Robert B. Fisher, Yun-Hen Chen-Burger, Daniela Giordano, Lynda Hardman, Fang-Pang Lin, editors.
• Editors: Fisher, R. B; Chen-Burger, Yun-Heh; Giordano, Daniela; Hardman, Lynda; Lin, Fang-Pang
• 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.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource, color illustrations, color maps
• Subjects: 591.77/89; Engineering; Coral reef fishes -- Detection -- Data processing; Video recording in marine ecology -- Data processing; Video recording in fish research -- Data processing; Underwater videography -- Data processing; Big data; SCIENCE -- Life Sciences -- Zoology -- General; Big data; Computers -- Computer Graphics; Science -- Life Sciences -- Zoology -- Ichthyology; Computers -- Intelligence (AI) & Semantics; Image processing; Conservation of wildlife & habitats; Artificial intelligence; Computer vision; Wildlife management; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319302089; 3319302086; 9783319302065
• Related ISBNs: 331930206X; 9783319302065
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (Ebsco, viewed March 30, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.