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Sensing population distribution from satellite imagery via deep
  learning: model selection, neighboring effect, and systematic biases

Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2021
3 March 2021
Xiao Huang
Di Zhu
Fan Zhang
Tao Liu
Xiao Li
Lei Zou
ArXiv (abs)PDFHTML

Papers citing "Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases"

7 / 7 papers shown
Population Estimation using Deep Learning over Gandhinagar Urban Area
Population Estimation using Deep Learning over Gandhinagar Urban Area
Jai Singla
Peal Jotania
Keivalya Pandya
137
0
0
16 Sep 2025
Artificial Intelligence and Human Geography
Artificial Intelligence and Human Geography
Song Gao
AI4CE
150
5
0
14 Dec 2023
DiffusionSat: A Generative Foundation Model for Satellite Imagery
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
465
162
0
06 Dec 2023
Mesh-Wise Prediction of Demographic Composition from Satellite Images
  Using Multi-Head Convolutional Neural Network
Mesh-Wise Prediction of Demographic Composition from Satellite Images Using Multi-Head Convolutional Neural Network
Yuta Sato
3DH
142
0
0
25 Aug 2023
On the Opportunities and Challenges of Foundation Models for Geospatial
  Artificial Intelligence
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
394
161
0
13 Apr 2023
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data
  Using Deep Learning: A Case Study in Kigali, Rwanda
Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, RwandaJoint Urban Remote Sensing Event (JURSE), 2023
Sebastian Hafner
S. Georganos
T. Mugiraneza
Y. Ban
279
4
0
15 Mar 2023
Xception: Deep Learning with Depthwise Separable Convolutions
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016
François Chollet
MDEBDLPINN
3.6K
17,433
0
07 Oct 2016
1
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