Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands · 2012 · 45 citations · 10 references
Open access
Life SciencesMarine BiologyMarine SciencesFish BiologyMarine EcologyMarine ZoologyFish Population AssessmentFisheries SurveillanceFishery Data CollectionMarine Fish BiologyCamerasMarine Species DetectionMarine Surveillance SystemsSpecies Identification In SurveillanceSurveillance CamerasUnderwater Camera SystemsUnderwater ImagingUnderwater Imaging Systems
Long-term monitoring of the underwater environment is still labour intensive work. Using underwater \nsurveillance cameras to monitor this environment has \nthe potential advantage to make the task become less \nlabour intensive. Also, the obtained data can be stored \nmaking the research reproducible. In this work, a system to analyse long-term underwater camera footage \n(more than 3 years of 12 hours a day underwater camera footage from 10 cameras) is described. This system \nuses video processing software to detect and recognise \nfish species. This footage is processed on supercomputers, which allow marine biologists to request automatic \nprocessing on these videos and afterwards analyse the \nresults using a web-interface that allows them to display \ncounts of fish species in the camera footage.
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Automatic fish classification for underwater species behavior understanding
Concetto Spampinato, Daniela Giordano, Roberto Di Salvo et al. · 2010 · 231 citations · Full text
Recognition of fish species by colour and shape
NJC Strachan · Image and Vision Computing · 1993 · 90 citations
Life Sciences, Biology, Zoology +6