Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning

3 June 2018

Papers citing "Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning"

21 / 21 papers shown

Title
Tracking Progress Towards Sustainable Development Goal 6 Using Satellite Imagery Othmane Echchabi Nizar Talty Josh Manto Aya Lahlou Ka Leung Lam 104 0 0 28 Nov 2024
Classifying Bicycle Infrastructure Using On-Bike Street-Level Images Kal Backman Ben Beck Dana Kulić 36 0 0 24 Oct 2024
AI for Anticipatory Action: Moving Beyond Climate Forecasting Benjamin Q. Huynh M. Kiang AI4CE 57 0 0 28 Jul 2023
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 65 11 0 28 Sep 2022
CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: Airports and electrical substations as case study Francisco Pérez-Hernández José Rodríguez-Ortega Y. Benhammou Francisco Herrera Siham Tabik 36 5 0 25 May 2021
Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives W. Boulila Maha Driss Mohamed Al-Sarem Faisal Saeed M. Krichen 103 31 0 13 Feb 2021
Deep-learning coupled with novel classification method to classify the urban environment of the developing world Q. Cheng A. K. M. Mahbubur Rahman Anis Sarker Siddik Nayem Ovi Paul A. Ali M. A. Amin Ryosuke Shibasaki M. Zaber 33 2 0 25 Nov 2020
Wheat Crop Yield Prediction Using Deep LSTM Model Sagarika Sharma Sujit Rai N. C. Krishnan 55 27 0 03 Nov 2020
Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection D. M. Montserrat János Horváth S. Yarlagadda Fengqing Zhu Edward J. Delp 59 15 0 08 Oct 2020
Using satellite imagery to understand and promote sustainable development Marshall Burke Anne Driscoll David B. Lobell Stefano Ermon 74 324 0 23 Sep 2020
Object Recognition for Economic Development from Daytime Satellite Imagery Klaus Ackermann A. Chernikov Nandini Anantharama Miethy Zaman P. Raschky 8 2 0 11 Sep 2020
Road Mapping in Low Data Environments with OpenStreetMap John Kamalu Benjamin Choi 8 1 0 14 Jun 2020
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng 83 32 0 07 May 2020
Deep Kernels with Probabilistic Embeddings for Small-Data Learning Ankur Mallick Chaitanya Dwivedi B. Kailkhura Gauri Joshi T. Y. Han BDL UQCV 34 8 0 13 Oct 2019
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics D. Lunga Jonathan Gerrand Lexie Yang Chris Layton R. Stewart 54 34 0 08 Aug 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 106 812 0 10 Jun 2019
Predicting Economic Development using Geolocated Wikipedia Articles Evan Sheehan Chenlin Meng M. Tan Burak Uzkent Neal Jean David B. Lobell Marshall Burke Stefano Ermon 81 78 0 05 May 2019
Distributed generation of privacy preserving data with user customization Xiao Chen Thomas Navidi Stefano Ermon Ram Rajagopal 61 11 0 20 Apr 2019
Understanding Compressive Adversarial Privacy Xiao Chen Peter Kairouz Ram Rajagopal 46 12 0 21 Sep 2018
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance Neal Jean Sang Michael Xie Stefano Ermon BDL SSL 75 76 0 26 May 2018
Tile2Vec: Unsupervised representation learning for spatially distributed data Neal Jean Sherrie Wang Anshul Samar G. Azzari David B. Lobell Stefano Ermon SSL 88 200 0 08 May 2018