General Economics · Economics
Object Recognition for Economic Development from Daytime Satellite Imagery
Klaus Ackermann, Alexey Chernikov, Nandini Anantharama, Miethy Zaman +1
2020-09-14
Social and Information Networks · Computer Science
A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery
Jiqian Dong, Gopaljee Atulya, Kartikeya Bhardwaj, Radu Marculescu
2018-12-04
Computers and Society · Computer Science
Using satellite imagery to understand and promote sustainable development
Marshall Burke, Anne Driscoll, David B. Lobell, Stefano Ermon
2020-10-15
Machine Learning · Statistics
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning
Anthony Perez, Christopher Yeh, George Azzari, Marshall Burke +2
2017-11-13
Image and Video Processing · Electrical Eng. & Systems
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution
Yutong He, William Zhang, Chenlin Meng, Marshall Burke +2
2022-04-06
Computers and Society · Computer Science
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
Sungwon Park, Sungwon Han, Donghyun Ahn, Jaeyeon Kim +7
2022-05-04
Computer Vision and Pattern Recognition · Computer Science
A Higher Purpose: Measuring Electricity Access Using High-Resolution Daytime Satellite Imagery
Zeal Shah, Simone Fobi, Gabriel Cadamuro, Jay Taneja
2022-10-11
Computer Vision and Pattern Recognition · Computer Science
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping
Michael Xie, Neal Jean, Marshall Burke, David Lobell +1
2016-03-01
Computer Vision and Pattern Recognition · Computer Science
Lightweight and Robust Representation of Economic Scales from Satellite Imagery
Sungwon Han, Donghyun Ahn, Hyunji Cha, Jeasurk Yang +2
2019-12-19
Computers and Society · Computer Science
Inferring Nighttime Satellite Imagery from Human Mobility
Brian Dickinson, Gourab Ghoshal, Xerxes Dotiwalla, Adam Sadilek +1
2020-03-18
General Economics · Economics
Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Electricity Access
Nathan Ratledge, Gabe Cadamuro, Brandon de la Cuesta, Matthieu Stigler +1
2023-01-11
Computers and Society · Computer Science
Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment
Donghyun Ahn, Minhyuk Song, Seungeon Lee, Yubin Choi +4
2023-09-06
Computer Vision and Pattern Recognition · Computer Science
Targeted change detection in remote sensing images
Vladimir Ignatiev, Alexey Trekin, Viktor Lobachev, Georgy Potapov +1
2018-03-16
Computer Vision and Pattern Recognition · Computer Science
Utilizing Satellite Imagery Datasets and Machine Learning Data Models to Evaluate Infrastructure Change in Undeveloped Regions
Kyle McCullough, Andrew Feng, Meida Chen, Ryan McAlinden
2020-09-02
Computer Vision and Pattern Recognition · Computer Science
Building Coverage Estimation with Low-resolution Remote Sensing Imagery
Enci Liu, Chenlin Meng, Matthew Kolodner, Eun Jee Sung +4
2023-01-06
Computers and Society · Computer Science
A New Insight into Land Use Classification Based on Aggregated Mobile Phone Data
Tao Pei, Stanislav Sobolevsky, Carlo Ratti, Shih-Lung Shaw +1
2013-10-24
Computer Vision and Pattern Recognition · Computer Science
Building Detection from Satellite Images on a Global Scale
Amy Zhang, Xianming Liu, Andreas Gros, Tobias Tiecke
2017-07-28
Computer Vision and Pattern Recognition · Computer Science
Location, location, location: Satellite image-based real-estate appraisal
Jan-Peter Kucklick, Oliver Müller
2020-06-23