Fish4Knowledge collecting and analyzing massive coral reef fish video data - Fisher, R. B.; Chen-Burger, Yun-Heh; Giordano, Daniela; Hardman, Lynda; Lin, Fang-Pang; SpringerLink (Online service). (Cham Springer International Publishing, 2016)
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.
Electronic reproduction.
Keywords: Fish4Knowledge (Project); 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; Electronic books