Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data
Lieferzeit: 7-14 Werktage
- Artikel-Nr.: 10444165
Beschreibung
Overviewof the Fish4Knowledge Project.- User InformationNeeds.- Supercomputing Resources.- Marine Video Data Capture andStorage.- Logical Data Resource Storage.- Software Architecture with Flexibilityfor the Data-Intensive Fish4Knowledge Project.- Fish4Knowledge Database Structure,Creating and Sharing Scientific Data).- Intelligent Workflow Managementfor Fish4Knowledge using the SWELL System.- Fish Detection.- FishTracking.- Hierarchical Classification System with Reject Option for LiveFish Recognition.- Fish Behavior Analysis.- UnderstandingUncertainty Issues in the Exploration of Fish Counts.- Data Groundtruthingand Crowdsourcing.- Counting on Uncertainty: Obtaining Fish Counts from Machine LearningDecisions.- Experiments with the Full Fish4Knowledge Dataset.- TheFish4Knowledge Virtual World Gallery.- Conclusions.
Eigenschaften
Breite: | 164 |
Gewicht: | 665 g |
Höhe: | 241 |
Länge: | 22 |
Seiten: | 319 |
Sprachen: | Englisch |
Autor: | Daniela Giordano, Fang-Pang Lin, Lynda Hardman, Robert B. Fisher, Yun-Heh Chen-Burger |