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The Journal of Ocean Technology
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Scanning the Seas: How AI is Boosting Marine Mammal Detection with Drones
By Kyla Graham, Bridget Meyboom, Justine Boulent, Ashley Noseworthy, Emily Charry Tissier.

Whale Seeker
Jul 221 min read


Using satellite imagery to estimate abundance of Cumberland Sound beluga whales (Delphinapterus leucas) in 2024
Citation: Sherbo, B. A. H., Belanger, A. M., Charry, B., & Watt, C. A. (2024). Using satellite imagery to estimate abundance of...

Bertrand Charry
Sep 12, 20241 min read


Scaling whale monitoring using deep learning: A human-in-the-loop solution for analyzing aerial datasets
Citation: Boulent, J., Charry, B., Kennedy, M. M., Tissier, E., Fan, R., Marcoux, M., ... & Gagné-Turcotte, A. (2023). Scaling whale...

Whale Seeker
Mar 10, 20231 min read


Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., & Lynch, H. J. (2021). Fine-scale sea ice segmentation for high-resolution...

Bento Gonçalves
Sep 8, 20211 min read


Mapping Arctic cetaceans from space: A case study for beluga and narwhal
Citation: Charry, B., Tissier, E., Iacozza, J., Marcoux, M., & Watt, C. A. (2021). Mapping Arctic cetaceans from space: A case study for...

Whale Seeker
Aug 4, 20211 min read


Social Sensors for Wildlife: Ecological Opportunities in the Era of Camera Ubiquity
Team Member: Bento Gonçalves. Citation: Borowicz, A., Lynch, H. J., Estro, T., Foley, C., Gonçalves, B., Herman, K. B., ... & Thorne, L....

Bento Gonçalves
Mar 26, 20211 min read


Automatic Detection of Flavescence Dorée Symptoms Across White Grapevine Varieties Using Deep Learning
Team Member: Justine Boulent. Citation: Boulent, J. , St-Charles, P. L., Foucher, S., & Théau, J. (2020). Automatic detection of...

Justine Boulent
Nov 30, 20201 min read


SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., Wethington, M., & Lynch, H. J. (2022). SealNet 2.0: Human-Level Fully-Automated...

Bento Gonçalves
May 15, 20201 min read


SealNet: A fully-automated pack-ice seal detection pipeline for sub-meter satellite imagery
Team Member: Bento Gonçalves. Citation: Gonçalves, B. C., Spitzbart, B., & Lynch, H. J. (2020). SealNet: A fully-automated pack-ice seal...

Bento Gonçalves
Mar 14, 20201 min read


Hierarchical Classification of Narwhal Subpopulations Using Social Distance
Team Member: Bertrand Charry. Citation: Charry, B., Marcoux, M., Cardille, J. A., Giroux‐Bougard, X., & Humphries, M. M. (2020)....

Bertrand Charry
Dec 15, 20191 min read


Convolutional Neural Networks for the Automatic Identification of Plant Diseases
Team Member: Justine Boulent. Citation: Boulent, J., Foucher, S., Théau, J., & St-Charles, P. L. (2019). Convolutional neural networks...

Justine Boulent
Jul 23, 20191 min read


Weakly labeling the antarctic: The penguin colony case
Team Member: Bento Gonçalves. Citation: M Le, H., Goncalves, B. , Samaras, D., & Lynch, H. (2019). Weakly labeling the antarctic: The...

Bento Gonçalves
Mar 19, 20191 min read


Aerial photographic identification of narwhal (Monodon monoceros) newborns and their spatial proximity to the nearest adult female.
Team Member: Bertrand Charry. Citation: Charry, B. , Marcoux, M., & Humphries, M. M. (2018). Aerial photographic identification of...

Bertrand Charry
Feb 12, 20181 min read
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