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Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases
3 March 2021
Xiao Huang
Di Zhu
Fan Zhang
Tao Liu
Xiao Li
Lei Zou
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Papers citing
"Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases"
5 / 5 papers shown
Title
Artificial Intelligence and Human Geography
Song Gao
AI4CE
11
1
0
14 Dec 2023
DiffusionSat: A Generative Foundation Model for Satellite Imagery
Samar Khanna
Patrick Liu
Linqi Zhou
Chenlin Meng
Robin Rombach
Marshall Burke
David B. Lobell
Stefano Ermon
24
57
0
06 Dec 2023
Mesh-Wise Prediction of Demographic Composition from Satellite Images Using Multi-Head Convolutional Neural Network
Yuta Sato
3DH
20
0
0
25 Aug 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
Gengchen Mai
Weiming Huang
Jin Sun
Suhang Song
Deepak Mishra
...
Yingjie Hu
Chris Cundy
Ziyuan Li
Rui Zhu
Ni Lao
AI4CE
27
122
0
13 Apr 2023
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda
Sebastian Hafner
S. Georganos
T. Mugiraneza
Y. Ban
16
2
0
15 Mar 2023
1