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K.A. Scott
K.A. Scott
Associate Professor, Mechanical and Mechatronics Engineering, University of Waterloo
Verified email at uwaterloo.ca
Title
Cited by
Cited by
Year
Sea ice concentration estimation during melt from dual-pol SAR scenes using deep convolutional neural networks: A case study
L Wang, KA Scott, L Xu, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4524-4533, 2016
2092016
Sea ice concentration estimation during freeze-up from SAR imagery using a convolutional neural network
L Wang, KA Scott, DA Clausi
Remote Sensing 9 (5), 408, 2017
862017
Estimating sea ice concentration from SAR: Training convolutional neural networks with passive microwave data
CLV Cooke, KA Scott
IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4735-4747, 2019
532019
Sea ice and open water classification of SAR imagery using CNN-based transfer learning
Y Xu, KA Scott
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
452017
RUF: Effective sea ice floe segmentation using end-to-end RES-UNET-CRF with dual loss
AS Nagi, D Kumar, D Sola, KA Scott
Remote Sensing 13 (13), 2460, 2021
362021
Evaluation of a neural network with uncertainty for detection of ice and water in SAR imagery
N Asadi, KA Scott, AS Komarov, M Buehner, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 59 (1), 247-259, 2020
362020
Improvement of Lake Ice Thickness Retrieval From MODIS Satellite Data Using a Thermodynamic Model
KK Kheyrollah Pour, H., Duguay, C., Scott, K.A. and Kang
IEEE Transactions on Geoscience and Remote Sensing, 2017
362017
Direct assimilation of AMSR-E brightness temperatures for estimating sea ice concentration
KA Scott, M Buehner, A Caya, T Carrieres
Monthly weather review 140 (3), 997-1013, 2012
342012
Sea ice concentration estimation: Using passive microwave and SAR data with a U-Net and curriculum learning
K Radhakrishnan, KA Scott, DA Clausi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
312021
Automatic detection of the ice edge in SAR imagery using curvelet transform and active contour
J Liu, KA Scott, A Gawish, P Fieguth
Remote Sensing 8 (6), 480, 2016
272016
An assessment of sea-ice thickness along the Labrador coast from AMSR-E and MODIS data for operational data assimilation
KA Scott, M Buehner, T Carrieres
IEEE Transactions on geoscience and remote sensing 52 (5), 2726-2737, 2013
272013
Retrieval of ice/water observations from synthetic aperture radar imagery for use in lake ice data assimilation
KA Scott, L Xu, HK Pour
Journal of Great Lakes Research 46 (6), 1521-1532, 2020
192020
Improved sea ice concentration estimation through fusing classified SAR imagery and AMSR-E data
L Wang, KA Scott, DA Clausi
Canadian Journal of Remote Sensing 42 (1), 41-52, 2016
172016
Acoustic excitation by flow in T-junctions
S Ziada, A Scott, D Arthurs
162007
Sea ice classification with dual-polarized SAR imagery: A hierarchical pipeline
X Chen, KA Scott, M Jiang, Y Fang, L Xu, DA Clausi
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
142023
Uncertainty-incorporated ice and open water detection on dual-polarized SAR sea ice imagery
X Chen, KA Scott, L Xu, M Jiang, Y Fang, DA Clausi
IEEE Transactions on Geoscience and Remote Sensing 61, 1-13, 2023
132023
Accounting for label errors when training a convolutional neural network to estimate sea ice concentration using operational ice charts
MS Tamber, KA Scott, LT Pedersen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
132022
Assimilation of ice and water observations from SAR imagery to improve estimates of sea ice concentration
KA Scott, Z Ashouri, M Buehner, L Pogson, T Carrieres
Tellus A: Dynamic Meteorology and Oceanography 67 (1), 27218, 2015
132015
Incorporating aleatoric uncertainties in lake ice mapping using RADARSAT–2 SAR images and CNNs
N Saberi, KA Scott, C Duguay
Remote Sensing 14 (3), 644, 2022
122022
Data fusion and data assimilation of ice thickness observations using a regularisation framework
N Asadi, KA Scott, DA Clausi
Tellus A: Dynamic Meteorology and Oceanography 71 (1), 1564487, 2019
122019
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