Darren Pouliot

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 9

Top Topics

Thematic Mapper

Highly Correlated

Top Venues

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

Publications

Shahab E. Jozdani, Dongmei Chen, Darren Pouliot, Brian Alan Johnson
A review and meta-analysis of Generative Adversarial Networks and their applications in remote sensing. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Darren Pouliot, Niloofar Alavi, Scott Wilson, Jason Duffe, Jon Pasher, Andrew M. Davidson, Bahram Daneshfar, Emily Lindsay
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. Remote. Sens. 13 (4) (2021)
Libo Wang, Paul Bartlett, Darren Pouliot, Ed Chan, Céline Lamarche, Michael A. Wulder, Pierre Defourny, Mike Brady
Comparison and Assessment of Regional and Global Land Cover Datasets for Use in CLASS over Canada. Remote. Sens. 11 (19) (2019)
Darren Pouliot, Rasim Latifovic, Jon Pasher, Jason Duffe
Assessment of Convolution Neural Networks for Wetland Mapping with Landsat in the Central Canadian Boreal Forest Region. Remote. Sens. 11 (7) (2019)
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)
Darren Pouliot, Rasim Latifovic, Jon Pasher, Jason Duffe
Landsat Super-Resolution Enhancement Using Convolution Neural Networks and Sentinel-2 for Training. Remote. Sens. 10 (3) (2018)
Rasim Latifovic, Darren Pouliot, Janet Campbell
Assessment of Convolution Neural Networks for Surficial Geology Mapping in the South Rae Geological Region, Northwest Territories, Canada. Remote. Sens. 10 (2) (2018)
Lixin Sun, Rasim Latifovic, Darren Pouliot
Haze Removal Based on a Fully Automated and Improved Haze Optimized Transformation for Landsat Imagery over Land. Remote. Sens. 9 (10) (2017)
Rasim Latifovic, Darren Pouliot, Ian Olthof
Circa 2010 Land Cover of Canada: Local Optimization Methodology and Product Development. Remote. Sens. 9 (11) (2017)
Rasim Latifovic, Darren Pouliot
Monitoring Cumulative Long-Term Vegetation Changes Over the Athabasca Oil Sands Region. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Darren Pouliot, Rasim Latifovic
Accuracy assessment of annual land cover time series derived from change-based updating. MultiTemp (2013)
Robert H. Fraser, Ian Olthof, Goran Pavlic, Andrea Clouston, Darren Pouliot, Wenjun Chen
Estimating Land Use Change over Canadas Arctic/Sub-Arctic Region. IGARSS (2006)
Ian Olthof, Darren Pouliot, Robert H. Fraser, Andrea Clouston, Shusen Wang, Wenjun Chen, Jonathan Orazietti, Jean Poitevin, Donald McLennan, J. Kerr, Michael C. Sawada
Using Satellite Remote Sensing to Assess and Monitor Ecosystem Integrity and Climate Change in Canadas National Parks. IGARSS (2006)