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Research article

First published 2025-12

Integrating Machine Learning,Remote Sensing,and a Geographic Information System to Determine Road Surface Type and Construction Year from High-Resolution and Multispectral Aerial Imagery: A Case Study in Ames,Iowa

Farhad Aghasi, Omar Smadi, Inya Nlenanya [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-9

Deep Learning to Detect Road Distress from Unmanned Aerial System Imagery

Long Ngo Hoang Truong, Omar E. Mora, Wen Cheng [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-1

Sidewalk extraction using aerial and street view images

Huan Ning, Xinyue Ye, Zhihui Chen [...]

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2011-10

Comparison of Damage Assessment Maps Derived from Very High Spatial Resolution Satellite and Aerial Imagery Produced for the Haiti 2010 Earthquake

Christina Corbane, Daniela Carrion, Guido Lemoine [...]

Earthquake Spectra

Open access

Research article

First published 2013-6

Orthophoto Classification for UGV Path Planning using Heterogeneous Computing

Robert Hudjakov, Mart Tamre

International Journal of Advanced Robotic Systems

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Research article

First published 2026-1

GIS-Based,Machine Learning Approach for Model Inventory Roadway Element Surface Type Classification from Aerial Imagery

Stephen Taylor, Sarah Weissman Pascual, Kevin Koester [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2024-4

Monitoring Looting at Cultural Heritage Sites: Applying Deep Learning on Optical Unmanned Aerial Vehicles Data as a Solution

Mark Altaweel, Adel Khelifi, Mohammad Maher Shana’ah

Social Science Computer Review

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Research article

First published 2022-12

Fusion of Lidar and Aerial Imagery to Map Wetlands and Channels via Deep Convolutional Neural Network

Haiqing Xu, Elizabeth Myers Toman, Kaiguang Zhao [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2021-06-21

An automatic assessment of road condition from aerial imagery using modified VGG architecture in faster-RCNN framework

A. Malini, P. Priyadharshini, S. Sabeena

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2016-03

Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response

Ferda Ofli, Patrick Meier, Muhammad Imran [...]

Big Data

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