K. Andrea Scott

According to our database1, K. Andrea Scott authored at least 25 papers between 2013 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2021
The Use of a Monte Carlo Markov Chain Method for Snow-Depth Retrievals: A Case Study Based on Airborne Microwave Observations and Emission Modeling Experiments of Tundra Snow.
IEEE Trans. Geosci. Remote. Sens., 2021

Evaluation of a Neural Network With Uncertainty for Detection of Ice and Water in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Sea Ice Concentration Estimation: Using Passive Microwave and SAR Data With a U-Net and Curriculum Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

RUF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF with Dual Loss.
Remote. Sens., 2021

Extended Categorical Triple Collocation for Evaluating Sea Ice/Open Water Data Sets.
IEEE Geosci. Remote. Sens. Lett., 2021

Evaluation of a Neural Network on Sea Ice Concentration Estimation in MIZ Using Passive Microwave Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Identifying Sea Ice Ridging in SAR Imagery Using Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Multi-Scale Technique to Detect Marginal Ice Zones Using Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Assessment of Categorical Triple Collocation for Sea Ice/Open Water Observations: Application to the Gulf of Saint Lawrence.
IEEE Trans. Geosci. Remote. Sens., 2019

Estimating Sea Ice Concentration From SAR: Training Convolutional Neural Networks With Passive Microwave Data.
IEEE Trans. Geosci. Remote. Sens., 2019

Passive Microwave Melt Onset Retrieval Based on a Variable Threshold: Assessment in the Canadian Arctic Archipelago.
Remote. Sens., 2019

2017
Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model.
IEEE Trans. Geosci. Remote. Sens., 2017

A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness.
Soft Comput., 2017

Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network.
Remote. Sens., 2017

A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness.
Appl. Intell., 2017

Sea ice and open water classification of sar imagery using cnn-based transfer learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Ice concentration estimation in the gulf of St. Lawrence using fully convolutional neural network.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study.
IEEE Trans. Geosci. Remote. Sens., 2016

Automatic Detection of the Ice Edge in SAR Imagery Using Curvelet Transform and Active Contour.
Remote. Sens., 2016

2015
Curvelet based feature extraction of dynamic ice from SAR imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
An Assessment of Sea-Ice Thickness Along the Labrador Coast From AMSR-E and MODIS Data for Operational Data Assimilation.
IEEE Trans. Geosci. Remote. Sens., 2014

Sea Ice Surface Temperature Estimation Using MODIS and AMSR-E Data Within a Guided Variational Model Along the Labrador Coast.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Automatic feature learning of SAR images for sea ice concentration estimation using feed-forward neural networks.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A heuristic method to use ice andwater probabilities from SAR imagery to improve ice concentration estimates.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013


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