Koreen Millard

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 14

Top Topics

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Anthony Fuller, Koreen Millard, James R. Green
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders. CoRR (2023)
Anthony Fuller, Koreen Millard, James R. Green
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders. NeurIPS (2023)
Anthony Fuller, Koreen Millard, James R. Green
SatViT: Pretraining Transformers for Earth Observation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Anthony Fuller, Koreen Millard, James R. Green
Transfer Learning with Pretrained Remote Sensing Transformers. CoRR (2022)
Laura E. Chasmer, Craig Mahoney, Koreen Millard, Kailyn Nelson, Daniel Peters, Michael A. Merchant, Chris Hopkinson, Brian Brisco, K. Olaf Niemann, Joshua Montgomery, Kevin Devito, Danielle Cobbaert
Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change. Remote. Sens. 12 (8) (2020)
Koreen Millard, Patrick Kirby, Sacha D. Nandlall, Amir Behnamian, Sarah N. Banks, Fabrizio Pacini
Using Growing-Season Time Series Coherence for Improved Peatland Mapping: Comparing the Contributions of Sentinel-1 and RADARSAT-2 Coherence in Full and Partial Time Series. Remote. Sens. 12 (15) (2020)
Sacha D. Nandlall, Koreen Millard
Quantifying the Relative Importance of Variables and Groups of Variables in Remote Sensing Classifiers Using Shapley Values and Game Theory. IEEE Geosci. Remote. Sens. Lett. 17 (1) (2020)
Laura E. Chasmer, Danielle Cobbaert, Craig Mahoney, Koreen Millard, Daniel Peters, Kevin Devito, Brian Brisco, Chris Hopkinson, Michael A. Merchant, Joshua Montgomery, Kailyn Nelson, K. Olaf Niemann
Remote Sensing of Boreal Wetlands 1: Data Use for Policy and Management. Remote. Sens. 12 (8) (2020)
Amir Behnamian, Sarah N. Banks, Lori White, Koreen Millard, Darren Pouliot, Jon Pasher, Jason Duffe
Dimensionality Reduction in The Presence of Highly Correlated Variables for Random Forests: Wetland Case Study. IGARSS (2019)
Koreen Millard, Dan K. Thompson, Marc-André Parisien, Murray Richardson
Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects. Remote. Sens. 10 (6) (2018)
Lori White, Koreen Millard, Sarah N. Banks, Murray Richardson, Jon Pasher, Jason Duffe
Moving to the RADARSAT Constellation Mission: Comparing Synthesized Compact Polarimetry and Dual Polarimetry Data with Fully Polarimetric RADARSAT-2 Data for Image Classification of Peatlands. Remote. Sens. 9 (6) (2017)
Amir Behnamian, Sarah N. Banks, Lori White, Brian Brisco, Koreen Millard, Jon Pasher, Zhaohua Chen, Jason Duffe, Laura L. Bourgeau-Chavez, Michael Battaglia
Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study. Remote. Sens. 9 (12) (2017)
Amir Behnamian, Koreen Millard, Sarah N. Banks, Lori White, Murray Richardson, Jon Pasher
A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Sarah N. Banks, Koreen Millard, Amir Behnamian, Lori White, Tobias Ullmann, François Charbonneau, Zhaohua Chen, Huili Wang, Jon Pasher, Jason Duffe
Contributions of Actual and Simulated Satellite SAR Data for Substrate Type Differentiation and Shoreline Mapping in the Canadian Arctic. Remote. Sens. 9 (12) (2017)
Sarah N. Banks, Koreen Millard, Jon Pasher, Murray Richardson, Huili Wang, Jason Duffe
Assessing the Potential to Operationalize Shoreline Sensitivity Mapping: Classifying Multiple Wide Fine Quadrature Polarized RADARSAT-2 and Landsat 5 Scenes with a Single Random Forest Model. Remote. Sens. 7 (10) (2015)
Koreen Millard, Murray Richardson
On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping. Remote. Sens. 7 (7) (2015)