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04/04/2022
Revisiting Near/Remote Sensing with Geospatial Attention
This work addresses the task of overhead image segmentation when auxilia...
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09/20/2021
Augmenting Depth Estimation with Geospatial Context
Modern cameras are equipped with a wide array of sensors that enable rec...
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12/22/2020
A Structure-Aware Method for Direct Pose Estimation
Estimating camera pose from a single image is a fundamental problem in c...
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11/30/2020
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification
We propose to apply a 2D CNN architecture to 3D MRI image Alzheimer's di...
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07/29/2020
Single Image Cloud Detection via Multi-Image Fusion
Artifacts in imagery captured by remote sensing, such as clouds, snow, a...
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06/14/2020
RasterNet: Modeling Free-Flow Speed using LiDAR and Overhead Imagery
Roadway free-flow speed captures the typical vehicle speed in low traffi...
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02/27/2020
Joint 2D-3D Breast Cancer Classification
Breast cancer is the malignant tumor that causes the highest number of c...
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02/27/2020
2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification
Automated methods for breast cancer detection have focused on 2D mammogr...
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09/16/2019
Learning to Map Nearly Anything
Looking at the world from above, it is possible to estimate many propert...
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06/24/2019