Ellen M. Ditria

Automating the Analysis of Fish Abundance Using Object Detection: Optimizing Animal Ecology With Deep Learning

Ellen M. Ditria, Sebastian Lopez‐Marcano, Michael Sievers et al. · Frontiers in Marine Science · 2020 · 185 citations · Full text

Computing, Computer Science, Ecology +10

Artificial intelligence and automated monitoring for assisting conservation of marine ecosystems: A perspective

Ellen M. Ditria, Christina A. Buelow, Manuel González‐Rivero et al. · Frontiers in Marine Science · 2022 · 150 citations · Full text

Management, Conservation Biology, Marine Sciences +17

Automatic detection of fish and tracking of movement for ecology

Sebastian Lopez‐Marcano, Eric L. Jinks, Christina A. Buelow et al. · Ecology and Evolution · 2021 · 85 citations · Full text

Natural Resources, Ecology, Fisheries +14

Annotated Video Footage for Automated Identification and Counting of Fish in Unconstrained Seagrass Habitats

Ellen M. Ditria, Rod M. Connolly, Eric L. Jinks et al. · Frontiers in Marine Science · 2021 · 53 citations · Full text

Life Sciences, Marine Biology, Marine Sciences +4

Deep learning for automated analysis of fish abundance: the benefits of training across multiple habitats

Ellen M. Ditria, Michael Sievers, Sebastian Lopez‐Marcano et al. · Environmental Monitoring and Assessment · 2020 · 36 citations · Full text

Natural Resources, Ecology, Fisheries +12