Parwant Ghuman

DeepInSAR—A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation

Xinyao Sun, Aaron Zimmer, Subhayan Mukherjee et al. · Remote Sensing · 2020 · 50 citations · Full text

Engineering, Machine Learning, Interferometry +18

Satellite-Based InSAR Monitoring of Highway Bridges: Validation Case Study on the North Channel Bridge in Ontario, Canada

Daniel Cusson, Ken Trischuk, Daniel Hébert et al. · Transportation Research Record Journal of the Transportation Research Board · 2018 · 47 citations

Engineering, Space-borne Bridge Displacement, Terrestrial Sensing +24

An Unsupervised Generative Neural Approach for InSAR Phase Filtering and Coherence Estimation

Subhayan Mukherjee, Aaron Zimmer, Xinyao Sun et al. · IEEE Geoscience and Remote Sensing Letters · 2020 · 33 citations · Full text

Accelerating Persistent Scatterer Pixel Selection for InSAR Processing

Tahsin Reza, Aaron Zimmer, José Manuel Delgado Blasco et al. · IEEE Transactions on Parallel and Distributed Systems · 2017 · 13 citations

Engineering, Gpu Benchmarking, Interferometric Synthetic Aperture Radar +24

CUDA Optimization of Non-local Means Extended to Wrapped Gaussian Distributions for Interferometric Phase Denoising

Aaron Zimmer, Parwant Ghuman · Procedia Computer Science · 2016 · 10 citations · Full text

Wrapped Gaussian Distributions, Environmental Monitoring, Engineering +26