Search Results

Application of Artificial Neural Networks on Extracting Permafrost Information

by Lv, Jiujun, Hu, Yuanman, Li, Xiuzhen, Wang, Xianwei
Published in 2008 Fourth International Conference on Natural Computation (2008)

A Hierarchical Neural Network Based Data Processing System for Ground-Penetrating Radar. An End of Year Report for CH/1049/6: Application of Neural Networks Coupled With Genetic Algorithms to Optimize...

by Sullivan, John M.
Published 1997

Use of Very High Spatial Resolution Commercial Satellite Imagery and Deep Learning to Automatically Map Ice-Wedge Polygons across Tundra Vegetation Types

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl
Published in Journal of Imaging (2020)

Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolutio...

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl, Benjamin M. Jones, Ronald Daanen, Howard E. Epstein, Kelcy Kent, Claire G. Griffin, Amber Agnew
Published in Journal of Imaging (2020)

BIG IMAGERY AND HIGH PERFORMANCE COMPUTING AS RESOURCES TO UNDERSTAND CHANGING ARCTIC POLYGONAL TUNDRA

by Witharana, C., Bhuiyan, M. A. E., Liljedahl, A. K.
Published in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2020)

Automatic detection of burial mounds (kurgans) in the Altai Mountains

by Chen, Fen, Zhou, Rui, Van de Voorde, Tim, Chen, Xingzhuang, Bourgeois, Jean, Gheyle, Wouter, Goossens, Rudi, Yang, Jian, Xu, Wenbo
Published in ISPRS Journal of Photogrammetry and Remote Sensing (2021)

BIG IMAGERY AND HIGH PERFORMANCE COMPUTING AS RESOURCES TO UNDERSTAND CHANGING ARCTIC POLYGONAL TUNDRA

by C. Witharana, M. A. E. Bhuiyan, A. K. Liljedahl
Published in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2020)

Convolutional Neural Networks for Automated Built Infrastructure Detection in the Arctic Using Sub-Meter Spatial Resolution Satellite Imagery

by Elias Manos, Chandi Witharana, Mahendra Rajitha Udawalpola, Amit Hasan, Anna K. Liljedahl
Published in Remote Sensing (2022)

Deep Convolutional Neural Networks for Automated Characterization of Arctic Ice-Wedge Polygons in Very High Spatial Resolution Aerial Imagery

by Weixing Zhang, Chandi Witharana, Anna K. Liljedahl, Mikhail Kanevskiy
Published in Remote Sensing (2018)

Application of machine learning to characterize gas hydrate reservoirs in Mackenzie Delta (Canada) and on the Alaska north slope (USA)

by Chong, Leebyn, Singh, Harpreet, Creason, C. Gabriel, Seol, Yongkoo, Myshakin, Evgeniy M.
Published in Computational Geosciences (2023)

Automated detection of rock glaciers using deep learning and object-based image analysis

by Robson, Benjamin Aubrey, Bolch, Tobias, MacDonell, Shelley, Hölbling, Daniel, Rastner, Philipp, Schaffer, Nicole
Published 2020

Use of Very High Spatial Resolution Commercial Satellite Imagery and Deep Learning to Automatically Map Ice-Wedge Polygons across Tundra Vegetation Types

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl
Published in Journal of Imaging (2020)

Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolutio...

by Md Abul Ehsan Bhuiyan, Chandi Witharana, Anna K. Liljedahl, Benjamin M. Jones, Ronald Daanen, Howard E. Epstein, Kelcy Kent, Claire G. Griffin, Amber Agnew
Published in Journal of Imaging (2020)

Understanding the Effects of Optimal Combination of Spectral Bands on Deep Learning Model Predictions: A Case Study Based on Permafrost Tundra Landform Mapping Using High Resolutio...

by Bhuiyan, Md Abul Ehsan, Witharana, Chandi, Liljedahl, Anna K., Jones, Benjamin M., Daanen, Ronald, Epstein, Howard E., Kent, Kelcy, Griffin, Claire G., Agnew, Amber
Published in Journal of Imaging (2020)

Prediction of gas hydrate saturation using machine learning and optimal set of well-logs

by Singh, Harpreet, Seol, Yongkoo, Myshakin, Evgeniy M.
Published in Computational Geosciences (2022)