Beth Tellman

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Manifold Alignment

Domain Adaptation

Semantic Segmentation

Top Venues

Publications

Alex Saunders, Jonathan Giezendanner, Beth Tellman, Ariful Islam, Arifuzzaman Bhuyan, A. K. M. Saiful Islam
A Comparison Of Remote Sensing Approaches To Assess The Devastating May-June 2022 Flooding In Sylhet, Bangladesh. IGARSS (2023)
Tejit Pabari, Beth Tellman, Giannis Karamanolakis, Mitchell Thomas, Max Mauerman, Eugene Wu, Upmanu Lall, Marco Tedesco, Michael S. Steckler, Paolo Colosio, Daniel E. Osgood, Melody Braun, Jens de Bruijn, Shammun Islam
Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance. CoRR (2023)
Jonathan Giezendanner, Rohit Mukherjee, Matthew Purri, Mitchell Thomas, Max Mauerman, A. K. M. Saiful Islam, Beth Tellman
Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping. CVPR Workshops (2023)
Jonathan Giezendanner, Rohit Mukherjee, Matthew Purri, Mitchell Thomas, Max Mauerman, A. K. M. Saiful Islam, Beth Tellman
Inferring the past: a combined CNN-LSTM deep learning framework to fuse satellites for historical inundation mapping. CoRR (2023)
Nicholas R. Leach, Philip Popien, Maxwell C. Goodman, Beth Tellman
Leveraging convolutional neural networks for semantic segmentation of global floods with PlanetScope imagery. IGARSS (2022)
Peri Akiva, Matthew Purri, Kristin J. Dana, Beth Tellman, Tyler Anderson
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement. WACV (2021)
Peri Akiva, Matthew Purri, Kristin J. Dana, Beth Tellman, Tyler Anderson
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement. CoRR (2020)
Derrick Bonafilia, Beth Tellman, Tyler Anderson, Erica Issenberg
Sen1Floods11: a georeferenced dataset to train and test deep learning flood algorithms for Sentinel-1. CVPR Workshops (2020)