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2020 – today
- 2024
[c1]Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Thomas Trappenberg, Craig J. Brown:
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery. IJCNN 2024: 1-10- [i2]Scott C. Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R. Baroi, Alex C. Bastos, Merlin Best, Vicki Ferrini, Ariell Friedman, Deborah Hart, Ove Hoegh-Guldberg, Daniel Ierodiaconou, Julia Mackin-McLaughlin, Kathryn Markey, Pedro S. Menandro, Jacquomo Monk, Shreya Nemani, John O'Brien, Elizabeth S. Oh
, Luba Y. Reshitnyk, Katleen Robert, Chris M. Roelfsema, Jessica A. Sameoto, Alexandre C. G. Schimel, Jordan A. Thomson, Brittany R. Wilson, Melisa C. Wong, Craig J. Brown, Thomas Trappenberg:
BenthicNet: A global compilation of seafloor images for deep learning applications. CoRR abs/2405.05241 (2024) - [i1]Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Craig J. Brown, Thomas Trappenberg:
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery. CoRR abs/2409.06618 (2024) - 2023
- [j5]Benjamin Misiuk, Craig J. Brown:
Improved environmental mapping and validation using bagging models with spatially clustered data. Ecol. Informatics 77: 102181 (2023) - 2020
- [j4]Benjamin Misiuk, Craig J. Brown, Katleen Robert, Myriam Lacharité:
Harmonizing Multi-Source Sonar Backscatter Datasets for Seabed Mapping Using Bulk Shift Approaches. Remote. Sens. 12(4): 601 (2020) - [j3]Alexandre C. G. Schimel, Craig J. Brown, Daniel Ierodiaconou:
Automated Filtering of Multibeam Water-Column Data to Detect Relative Abundance of Giant Kelp (Macrocystis pyrifera). Remote. Sens. 12(9): 1371 (2020)
2010 – 2019
- 2017
- [j2]Vincent Lecours, Rodolphe Devillers, Alvin E. Simms, Vanessa Lucieer, Craig J. Brown:
Towards a framework for terrain attribute selection in environmental studies. Environ. Model. Softw. 89: 19-30 (2017) - [j1]Vincent Lecours, Rodolphe Devillers, Vanessa Lucieer, Craig J. Brown:
Artefacts in Marine Digital Terrain Models: A Multiscale Analysis of Their Impact on the Derivation of Terrain Attributes. IEEE Trans. Geosci. Remote. Sens. 55(9): 5391-5406 (2017)
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