Shale Rosen

Fish species identification using a convolutional neural network trained on synthetic data

Vaneeda Allken, Nils Olav Handegard, Shale Rosen et al. · ICES Journal of Marine Science · 2018 · 167 citations · Full text

Convolutional Neural Network, Fish Species, Engineering +17

Automatic segmentation of fish using deep learning with application to fish size measurement

Rafael García, Ricard Prados, Josep Quintana et al. · ICES Journal of Marine Science · 2019 · 157 citations · Full text

Engineering, Local Gradients, Image Sequence Analysis +17

DeepVision: a stereo camera system provides highly accurate counts and lengths of fish passing inside a trawl

Shale Rosen, Terje Jørgensen, Darren Hammersland-White et al. · Canadian Journal of Fisheries and Aquatic Sciences · 2013 · 60 citations

Engineering, Stereo Imaging, Continuous Record +16

DeepVision in-trawl imaging: Sampling the water column in four dimensions

Shale Rosen, Jens Christian Holst · Fisheries Research · 2013 · 48 citations

High Resolution, Machine Vision, Image Analysis +8

A deep learning-based method to identify and count pelagic and mesopelagic fishes from trawl camera images

Vaneeda Allken, Shale Rosen, Nils Olav Handegard et al. · ICES Journal of Marine Science · 2021 · 36 citations · Full text

Fishery Assessment, Convolutional Neural Network, Engineering +17