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Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks


Dec 03, 2021
Peri Akiva, Matthew Purri, Matthew Leotta


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Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation


Nov 05, 2020
Veda Sunkara, Matthew Purri, Bertrand Le Saux, Jennifer Adams

* 5 pages, 2 figures, Tackling Climate Change with Machine Learning workshop at NeurIPS 2020 

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H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement


Oct 11, 2020
Peri Akiva, Matthew Purri, Kristin Dana, Beth Tellman, Tyler Anderson

* Submitted to WACV2021 

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Angular Luminance for Material Segmentation


Sep 22, 2020
Jia Xue, Matthew Purri, Kristin Dana

* IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020 
* IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020 

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Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images


May 07, 2020
Matthew Purri, Kristin Dana

* 19 pages, 5 figures, 6 tables 

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Material Segmentation of Multi-View Satellite Imagery


Apr 17, 2019
Matthew Purri, Jia Xue, Kristin Dana, Matthew Leotta, Dan Lipsa, Zhixin Li, Bo Xu, Jie Shan

* 9 pages, 6 figures 

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