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Using convolutional networks and satellite imagery to identify patterns
  in urban environments at a large scale
v1v2 (latest)

Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale

10 April 2017
A. Albert
Jasleen Kaur
Marta C. González
ArXiv (abs)PDFHTML

Papers citing "Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale"

40 / 40 papers shown
Title
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and Beyond
Noora Al-Emadi
Ingmar Weber
Yin Yang
Ferda Ofli
50
0
0
28 May 2025
Texture- and Shape-based Adversarial Attacks for Vehicle Detection in
  Synthetic Overhead Imagery
Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery
Mikael Yeghiazaryan
Sai Abhishek Siddhartha Namburu
Emily Kim
Stanislav Panev
Celso de Melo
Brent Lance
Fernando de la Torre
Jessica K. Hodgins
AAML
130
0
0
20 Dec 2024
CrossVIT-augmented Geospatial-Intelligence Visualization System for
  Tracking Economic Development Dynamics
CrossVIT-augmented Geospatial-Intelligence Visualization System for Tracking Economic Development Dynamics
Yanbing Bai
Jinhua Su
Bin Qiao
Xiaoran Ma
114
0
0
13 Dec 2024
Probabilistic Image-Driven Traffic Modeling via Remote Sensing
Probabilistic Image-Driven Traffic Modeling via Remote Sensing
Scott Workman
Armin Hadzic
57
0
0
08 Mar 2024
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from
  Satellite Imagery: A Deployment Case Study in India
Scalable Methods for Brick Kiln Detection and Compliance Monitoring from Satellite Imagery: A Deployment Case Study in India
Rishabh Mondal
Zeel B Patel
Vannsh Jani
Nipun Batra
69
2
0
21 Feb 2024
Event detection from novel data sources: Leveraging satellite imagery
  alongside GPS traces
Event detection from novel data sources: Leveraging satellite imagery alongside GPS traces
Ekin Ugurel
Steffen Coenen
Minda Zhou Chen
Cynthia Chen
23
0
0
19 Jan 2024
Climate-sensitive Urban Planning through Optimization of Tree Placements
Climate-sensitive Urban Planning through Optimization of Tree Placements
Simon Schrodi
Ferdinand Briegel
Max Argus
Andreas Christen
Thomas Brox
AI4CE
113
0
0
09 Oct 2023
A Satellite Imagery Dataset for Long-Term Sustainable Development in
  United States Cities
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities
Yanxin Xi
Yu Liu
Tong Li
Jintao Ding
Yunke Zhang
Sasu Tarkoma
Yong Li
Pan Hui
65
8
0
01 Aug 2023
Domain Adaptable Self-supervised Representation Learning on Remote
  Sensing Satellite Imagery
Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery
M. Chopra
Prakash Chandra Chhipa
G. Mengi
Varun Gupta
Marcus Liwicki
SSL
51
1
0
19 Apr 2023
Deep hybrid model with satellite imagery: how to combine demand modeling
  and computer vision for behavior analysis?
Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis?
Qingyi Wang
Shenhao Wang
Yunhan Zheng
Hongzhou Lin
Xiaohu Zhang
Jinhua Zhao
Joan Walker
65
13
0
07 Mar 2023
Automatic satellite building construction monitoring
Automatic satellite building construction monitoring
Insaf Ashrapov
D. Malakhov
A. Marchenkov
Anton Lulin
Dani El-Ayyass
13
0
0
29 Sep 2022
Extracting Built Environment Features for Planning Research with
  Computer Vision: A Review and Discussion of State-of-the-Art Approaches
Extracting Built Environment Features for Planning Research with Computer Vision: A Review and Discussion of State-of-the-Art Approaches
Meiqing Li
Hao Sheng
41
2
0
30 Jan 2022
Adversarial Attacks against a Satellite-borne Multispectral Cloud
  Detector
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector
Andrew Du
Yee Wei Law
Michele Sasdelli
Bo Chen
Ken Clarke
M. Brown
Tat-Jun Chin
AAML
54
11
0
03 Dec 2021
Predicting Poverty Level from Satellite Imagery using Deep Neural
  Networks
Predicting Poverty Level from Satellite Imagery using Deep Neural Networks
Varun Chitturi
Zaid Nabulsi
56
7
0
30 Nov 2021
Explainable, automated urban interventions to improve pedestrian and
  vehicle safety
Explainable, automated urban interventions to improve pedestrian and vehicle safety
Cristina Bustos
Daniel Rhoads
Albert Solé-Ribalta
David Masip
Alexandre Arenas
Àgata Lapedriza
Javier Borge-Holthoefer
58
29
0
22 Oct 2021
Physical Adversarial Attacks on an Aerial Imagery Object Detector
Physical Adversarial Attacks on an Aerial Imagery Object Detector
Andrew Du
Bo Chen
Tat-Jun Chin
Yee Wei Law
Michele Sasdelli
Ramesh Rajasegaran
Dillon Campbell
AAML
126
62
0
26 Aug 2021
Land Cover Mapping in Limited Labels Scenario: A Survey
Land Cover Mapping in Limited Labels Scenario: A Survey
Rahul Ghosh
X. Jia
Vipin Kumar
69
6
0
03 Mar 2021
Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite
  Data
Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data
S. Šćepanović
Sagar Joglekar
Stephen Law
Daniele Quercia
27
17
0
28 Jan 2021
Dynamic Traffic Modeling From Overhead Imagery
Dynamic Traffic Modeling From Overhead Imagery
Scott Workman
Nathan Jacobs
63
17
0
18 Dec 2020
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep
  Learning on Satellite Imagery
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery
Jeremy Irvin
Hao Sheng
Neel Ramachandran
Sonja Johnson-Yu
Sharon Zhou
Kyle T. Story
Rose Rustowicz
Cooper W. Elsworth
K. Austin
A. Ng
85
42
0
11 Nov 2020
Wheat Crop Yield Prediction Using Deep LSTM Model
Wheat Crop Yield Prediction Using Deep LSTM Model
Sagarika Sharma
Sujit Rai
N. C. Krishnan
60
27
0
03 Nov 2020
Deep Learning based Automated Forest Health Diagnosis from Aerial Images
Deep Learning based Automated Forest Health Diagnosis from Aerial Images
Chia-Yen Chiang
Chloe M. Barnes
Plamen Angelov
Richard M. Jiang
13
56
0
16 Oct 2020
Using satellite imagery to understand and promote sustainable
  development
Using satellite imagery to understand and promote sustainable development
Marshall Burke
Anne Driscoll
David B. Lobell
Stefano Ermon
77
327
0
23 Sep 2020
Holistic Multi-View Building Analysis in the Wild with Projection
  Pooling
Holistic Multi-View Building Analysis in the Wild with Projection Pooling
Z. Wojna
Krzysztof Maziarz
Lukasz Jocz
Robert Paluba
Robert Kozikowski
Iasonas Kokkinos
63
5
0
23 Aug 2020
Predicting Livelihood Indicators from Community-Generated Street-Level
  Imagery
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery
Jihyeon Janel Lee
Dylan Grosz
Burak Uzkent
Sicheng Zeng
Marshall Burke
David B. Lobell
Stefano Ermon
62
3
0
15 Jun 2020
Socioeconomic correlations of urban patterns inferred from aerial
  images: interpreting activation maps of Convolutional Neural Networks
Socioeconomic correlations of urban patterns inferred from aerial images: interpreting activation maps of Convolutional Neural Networks
Jacob Levy Abitbol
M. Karsai
19
4
0
10 Apr 2020
Indexical Cities: Articulating Personal Models of Urban Preference with
  Geotagged Data
Indexical Cities: Articulating Personal Models of Urban Preference with Geotagged Data
D. Alvarez-Marin
Karla Saldana Ochoa
HAI
23
3
0
23 Jan 2020
Streetify: Using Street View Imagery And Deep Learning For Urban Streets
  Development
Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development
Fahad Alhasoun
Marta C. González
HAI
43
13
0
18 Nov 2019
Machine Learning Systems for Highly-Distributed and Rapidly-Growing Data
Machine Learning Systems for Highly-Distributed and Rapidly-Growing Data
Kevin Hsieh
SyDaOOD
38
4
0
18 Oct 2019
Apache Spark Accelerated Deep Learning Inference for Large Scale
  Satellite Image Analytics
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics
D. Lunga
Jonathan Gerrand
Lexie Yang
Chris Layton
R. Stewart
59
34
0
08 Aug 2019
Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in
  Sub-Saharan Africa
Efficient Machine Learning for Large-Scale Urban Land-Use Forecasting in Sub-Saharan Africa
Daniel Omeiza
21
3
0
01 Aug 2019
Spatial sensitivity analysis for urban land use prediction with
  physics-constrained conditional generative adversarial networks
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks
A. Albert
Jasleen Kaur
E. Strano
Marta C. González
35
8
0
22 Jul 2019
Travel Time Estimation without Road Networks: An Urban Morphological
  Layout Representation Approach
Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach
Wuwei Lan
Yanyan Xu
Bin Zhao
AI4TS3DH
55
32
0
08 Jul 2019
Deep Built-Structure Counting in Satellite Imagery Using Attention Based
  Re-Weighting
Deep Built-Structure Counting in Satellite Imagery Using Attention Based Re-Weighting
Anza Shakeel
Waqas Sultani
Mohsen Ali
58
20
0
01 Apr 2019
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite
  Imagery
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery
Gabriel Cadamuro
Aggrey Muhebwa
Jay Taneja
66
29
0
01 Dec 2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and
  Deep Learning
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning
Barak Oshri
A. Hu
P. Adelson
Xiao Chen
P. Dupas
Jeremy Weinstein
Marshall Burke
David B. Lobell
Stefano Ermon
70
73
0
03 Jun 2018
Building Instance Classification Using Street View Images
Building Instance Classification Using Street View Images
Jian Kang
Marco Körner
Yuanyuan Wang
H. Taubenböck
Xiaoxiang Zhu
145
300
0
25 Feb 2018
xView: Objects in Context in Overhead Imagery
xView: Objects in Context in Overhead Imagery
Darius Lam
Richard Kuzma
Kevin McGee
Samuel Dooley
Michael Laielli
Matthew K. Klaric
Yaroslav Bulatov
Brendan McCord
ObjD
73
326
0
22 Feb 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh
Ganesh Ananthanarayanan
P. Bodík
P. Bahl
Matthai Philipose
Phillip B. Gibbons
O. Mutlu
91
280
0
10 Jan 2018
A Deep Learning Approach for Population Estimation from Satellite
  Imagery
A Deep Learning Approach for Population Estimation from Satellite Imagery
Caleb Robinson
Fred Hohman
B. Dilkina
81
87
0
30 Aug 2017
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