Koreen Millard

Assistant Professor, Carleton University

Joined

April 2023

Names

Koreen Millard (Preferred)

Emails

****@carleton.ca (Confirmed)

Personal Links

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DBLP

ORCID

Career & Education History

Assistant Professor

Carleton University (carleton.ca)

2019 – Present

PhD student

Carleton University (carleton.ca)

2012 – 2016

MS student

Acadia University (acadiau.ca)

2006 – 2008

Undergrad student

Bishop's University (ubishops.ca)

2001 – 2005

Advisors, Relations & Conflicts

No relations added

Expertise

remote sensing

2006 – Present

Publications

CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
Anthony Fuller, Koreen Millard, James R Green
- NeurIPS 2023 poster
- Readers: Everyone
SatViT: Pretraining Transformers for Earth Observation
Anthony Fuller, Koreen Millard, James R. Green
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Geosci. Remote. Sens. Lett. 2022
- Readers: Everyone
Transfer Learning with Pretrained Remote Sensing Transformers
Anthony Fuller, Koreen Millard, James R. Green
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Remote Sensing of Boreal Wetlands 1: Data Use for Policy and Management
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
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- Remote. Sens. 2020
- Readers: Everyone
Quantifying the Relative Importance of Variables and Groups of Variables in Remote Sensing Classifiers Using Shapley Values and Game Theory
Sacha D. Nandlall, Koreen Millard
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- IEEE Geosci. Remote. Sens. Lett. 2020
- Readers: Everyone
Remote Sensing of Boreal Wetlands 2: Methods for Evaluating Boreal Wetland Ecosystem State and Drivers of Change
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
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- Remote. Sens. 2020
- Readers: Everyone
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
Koreen Millard, Patrick Kirby, Sacha D. Nandlall, Amir Behnamian, Sarah N. Banks, Fabrizio Pacini
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- Remote. Sens. 2020
- Readers: Everyone
Dimensionality Reduction in The Presence of Highly Correlated Variables for Random Forests: Wetland Case Study
Amir Behnamian, Sarah N. Banks, Lori White, Koreen Millard, Darren Pouliot, Jon Pasher, Jason Duffe
- Published: 01 Jan 2019, Last Modified: 13 May 2023
- IGARSS 2019
- Readers: Everyone
Soil Moisture Monitoring in a Temperate Peatland Using Multi-Sensor Remote Sensing and Linear Mixed Effects
Koreen Millard, Dan K. Thompson, Marc-André Parisien, Murray Richardson
- Published: 01 Jan 2018, Last Modified: 13 May 2023
- Remote. Sens. 2018
- Readers: Everyone
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
Lori White, Koreen Millard, Sarah N. Banks, Murray Richardson, Jon Pasher, Jason Duffe
- Published: 01 Jan 2017, Last Modified: 13 May 2023
- Remote. Sens. 2017
- Readers: Everyone

View all 15 publications

Co-Authors

View all 31 co-authors