Koreen Millard

17 papers A* 1C 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Soil Moisture Active/Passive Validation Experiment Within the Canadian Boreal Forest in 2022 (SMAPVEX22-Boreal).
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Aaron A. Berg, Kayla Wicks, Jaison Thomas Ambadan, Alexandre Roy, Ramata Magagi, Warren Helgason, Andreas Colliander, Zohreh Alijani, Yasaman Amini, Michael H. Cosh, Jay Creen, Azza Gorrab, Heather C. MacRae, Kyle McDonald, Koreen Millard, Sidharth Misra, Arnab Muhuri, Mehmet Ogut, Nathan Riis, Camille Roy, Hesam Salmabadi, Nicholas Steiner, Erica Tetlock, Hongquan Wang, Xiaoyong Xu, Simon Yueh
2023 A* conf
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders.
NeurIPS
Anthony Fuller, Koreen Millard, James R. Green
2023 J jnl
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders.
CoRR
Anthony Fuller, Koreen Millard, James R. Green
2022 J jnl
SatViT: Pretraining Transformers for Earth Observation.
IEEE Geosci. Remote. Sens. Lett.
Anthony Fuller, Koreen Millard, James R. Green
2022 J jnl
Transfer Learning with Pretrained Remote Sensing Transformers.
CoRR
Anthony Fuller, Koreen Millard, James R. Green
2020 J jnl
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.
Sacha D. Nandlall, Koreen Millard
2020 J jnl
Remote Sensing of Boreal Wetlands 1: Data Use for Policy and Management.
Remote. Sens.
Laura E. Chasmer, Danielle Cobbaert, Craig Mahoney, Koreen Millard, Daniel Peters, Kevin Devito, Brian Brisco, Chris Hopkinson, Michael Allan Merchant, Joshua Montgomery, Kailyn Nelson, K. Olaf Niemann
2020 J jnl
Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change.
Remote. Sens.
Laura E. Chasmer, Craig Mahoney, Koreen Millard, Kailyn Nelson, Daniel Peters, Michael Allan Merchant, Chris Hopkinson, Brian Brisco, K. Olaf Niemann, Joshua Montgomery, Kevin Devito, Danielle Cobbaert
2020 J jnl
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.
Koreen Millard, Patrick Kirby, Sacha D. Nandlall, Amir Behnamian, Sarah N. Banks, Fabrizio Pacini
2019 C conf
Dimensionality Reduction in The Presence of Highly Correlated Variables for Random Forests: Wetland Case Study.
IGARSS
Amir Behnamian, Sarah N. Banks, Lori White, Koreen Millard, Darren Pouliot, Jon Pasher, Jason Duffe
2018 J jnl
Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects.
Remote. Sens.
Koreen Millard, Dan K. Thompson, Marc-André Parisien, Murray Richardson
2017 J jnl
A Systematic Approach for Variable Selection With Random Forests: Achieving Stable Variable Importance Values.
IEEE Geosci. Remote. Sens. Lett.
Amir Behnamian, Koreen Millard, Sarah N. Banks, Lori White, Murray Richardson, Jon Pasher
2017 J jnl
Contributions of Actual and Simulated Satellite SAR Data for Substrate Type Differentiation and Shoreline Mapping in the Canadian Arctic.
Remote. Sens.
Sarah N. Banks, Koreen Millard, Amir Behnamian, Lori White, Tobias Ullmann, François Charbonneau, Zhaohua Chen, Huili Wang, Jon Pasher, Jason Duffe
2017 J jnl
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.
Lori White, Koreen Millard, Sarah N. Banks, Murray Richardson, Jon Pasher, Jason Duffe
2017 J jnl
Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study.
Remote. Sens.
Amir Behnamian, Sarah N. Banks, Lori White, Brian Brisco, Koreen Millard, Jon Pasher, Zhaohua Chen, Jason Duffe, Laura L. Bourgeau-Chavez, Michael Battaglia
2015 J jnl
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.
Sarah N. Banks, Koreen Millard, Jon Pasher, Murray Richardson, Huili Wang, Jason Duffe
2015 J jnl
On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping.
Remote. Sens.
Koreen Millard, Murray Richardson