TY - BOOK ID - 8285265 TI - Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data AU - Fisher, Robert B. AU - Chen-Burger, Yun-Heh. AU - Giordano, Daniela. AU - Hardman, Lynda. AU - Lin, Fang-Pang. PY - 2016 SN - 331930206X 3319302086 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Computer Science KW - Engineering & Applied Sciences KW - Coral reef fishes KW - Coral reef ecology KW - Analysis. KW - Coral reefs and islands KW - Coral fishes KW - Ecology KW - Engineering. KW - Artificial intelligence. KW - Wildlife. KW - Fish. KW - Computational intelligence. KW - Computational Intelligence. KW - Artificial Intelligence (incl. Robotics). KW - Fish & Wildlife Biology & Management. KW - Intelligence, Computational KW - Artificial intelligence KW - Soft computing KW - Fish KW - Pisces KW - Aquatic animals KW - Vertebrates KW - Fisheries KW - Fishing KW - Ichthyology KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Electronic data processing KW - Logic machines KW - Machine theory KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Construction KW - Industrial arts KW - Technology KW - Reef ecology KW - Coral reef animals KW - Reef fishes KW - Computer vision. KW - Wildlife management. KW - Image Processing and Computer Vision. KW - Artificial Intelligence. KW - Animal populations KW - Game management KW - Management, Game KW - Management, Wildlife KW - Plant populations KW - Wildlife resources KW - Natural resources KW - Wildlife conservation KW - Machine vision KW - Vision, Computer KW - Image processing KW - Pattern recognition systems KW - Management KW - Optical data processing. KW - Optical computing KW - Visual data processing KW - Integrated optics KW - Photonics KW - Computers KW - Optical equipment UR - https://www.unicat.be/uniCat?func=search&query=sysid:8285265 AB - This book gives a start-to-finish overview of the whole Fish4Knowledge project, in 18 short chapters, each describing one aspect of the project. The Fish4Knowledge project explored the possibilities of big video data, in this case from undersea video. Recording and analyzing 90 thousand hours of video from ten camera locations, the project gives a 3 year view of fish abundance in several tropical coral reefs off the coast of Taiwan. The research system built a remote recording network, over 100 Tb of storage, supercomputer processing, video target detection and tracking, fish species recognition and analysis, a large SQL database to record the results and an efficient retrieval mechanism. Novel user interface mechanisms were developed to provide easy access for marine ecologists, who wanted to explore the dataset. The book is a useful resource for system builders, as it gives an overview of the many new methods that were created to build the Fish4Knowledge system in a manner that also allows readers to see how all the components fit together. ER -