Katharine Andrea Scott

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Sajjad Kazemi, Nasser L. Azad, Katharine Andrea Scott, Haroon B. Oqab, George B. Dietrich
Satellite Collision Avoidance Maneuver Planning in Low Earth Orbit Using Proximal Policy Optimization. CEC (2024)
Ida Moalemi, Homa Kheyrollah Pour, Katharine Andrea Scott
Assessing Ice Break-Up Trends in Slave River Delta through Satellite Observations and Random Forest Modeling. Remote. Sens. 16 (12) (2024)
Xinwei Chen, Fernando J. Pena Cantu, Muhammed Patel, Linlin Xu, Neil C. Brubacher, Katharine Andrea Scott, David A. Clausi
A comparative study of data input selection for deep learning-based automated sea ice mapping. Int. J. Appl. Earth Obs. Geoinformation 131 (2024)
Muhammed Patel, Xinwei Chen, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi
Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types. CoRR (2024)
Xinwei Chen, Ray Valencia, Armina Soleymani, Linlin Xu, Katharine Andrea Scott
Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xinwei Chen, Katharine Andrea Scott, Mingzhe Jiang, Yuan Fang, Linlin Xu, David A. Clausi
Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. WACV (Workshops) (2023)
Fernando J. Pena Cantu, Xinwei Chen, Linlin Xu, Max Ian A. Manning, Katharine Andrea Scott, David A. Clausi
Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery. IGARSS (2023)
Xinwei Chen, Katharine Andrea Scott, Linlin Xu, Mingzhe Jiang, Yuan Fang, David A. Clausi
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott, Mingzhe Jiang, Linln Xu, David A. Clausi
Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks. IGARSS (2023)
Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott
Predicting Sea Ice Concentration With Uncertainty Quantification Using Passive Microwave and Reanalysis Data: A Case Study in Baffin Bay. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Muhammed Patel, Xinwei Chen, Linlin Xu, Fernando J. Pena Cantu, Javier Noa Turnes, Neil C. Brubacher, David A. Clausi, Katharine Andrea Scott
The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery. IGARSS (2023)
Xinwei Chen, Katharine Andrea Scott, David A. Clausi
Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN. ICPR Workshops (3) (2022)
Nastaran Saberi, Katharine Andrea Scott, Claude R. Duguay
Incorporating Aleatoric Uncertainties in Lake Ice Mapping Using RADARSAT-2 SAR Images and CNNs. Remote. Sens. 14 (3) (2022)