Darren Pouliot

According to our database, Darren Pouliot authored at least 13 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A review and meta-analysis of Generative Adversarial Networks and their applications in remote sensing.

Shahab E. Jozdani, Dongmei Chen, Darren Pouliot, Brian Alan Johnson

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Assessment of Landsat Based Deep-Learning Membership Analysis for Development of from-to Change Time Series in the Prairie Region of Canada from 1984 to 2018.

Darren Pouliot, Niloofar Alavi, Scott Wilson, Jason Duffe, Jon Pasher, Andrew M. Davidson, Bahram Daneshfar, Emily Lindsay

Remote. Sens., 2021

2019

Comparison and Assessment of Regional and Global Land Cover Datasets for Use in CLASS over Canada.

Libo Wang, Paul Bartlett, Darren Pouliot, Ed Chan, Céline Lamarche, Michael A. Wulder, Pierre Defourny, Mike Brady

Remote. Sens., 2019

Assessment of Convolution Neural Networks for Wetland Mapping with Landsat in the Central Canadian Boreal Forest Region.

Darren Pouliot, Rasim Latifovic, Jon Pasher, Jason Duffe

Remote. Sens., 2019

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Landsat Super-Resolution Enhancement Using Convolution Neural Networks and Sentinel-2 for Training.

Darren Pouliot, Rasim Latifovic, Jon Pasher, Jason Duffe

Remote. Sens., 2018

Assessment of Convolution Neural Networks for Surficial Geology Mapping in the South Rae Geological Region, Northwest Territories, Canada.

Rasim Latifovic, Darren Pouliot, Janet Campbell

Remote. Sens., 2018

2017

Haze Removal Based on a Fully Automated and Improved Haze Optimized Transformation for Landsat Imagery over Land.

Lixin Sun, Rasim Latifovic, Darren Pouliot

Remote. Sens., 2017

Circa 2010 Land Cover of Canada: Local Optimization Methodology and Product Development.

Rasim Latifovic, Darren Pouliot, Ian Olthof

Remote. Sens., 2017

2014

Monitoring Cumulative Long-Term Vegetation Changes Over the Athabasca Oil Sands Region.

Rasim Latifovic, Darren Pouliot

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013

Accuracy assessment of annual land cover time series derived from change-based updating.

Darren Pouliot, Rasim Latifovic

Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

2006

Using Satellite Remote Sensing to Assess and Monitor Ecosystem Integrity and Climate Change in Canadas National Parks.

Ian Olthof, Darren Pouliot, Robert H. Fraser, Andrea Clouston, Shusen Wang, Wenjun Chen, Jonathan Orazietti, Jean Poitevin, Donald McLennan, J. Kerr, Michael C. Sawada

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Estimating Land Use Change over Canadas Arctic/Sub-Arctic Region.

Robert H. Fraser, Ian Olthof, Goran Pavlic, Andrea Clouston, Darren Pouliot, Wenjun Chen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006