Ayman Habib
Environmental Science · Purdue University West Lafayette
Publications
341
Citations
12,703
Est. group size
~25
Recurring co-author estimate
Active years
33
Publishing since 1994
Ayman Habib's work focuses on remote sensing and 3D mapping technologies, including LiDAR, UAV (drone) imagery, and mobile mapping systems used to capture and analyze data about roads, buildings, and other infrastructure. Recent projects include automated road extraction using machine learning, building boundary detection from airborne laser scanning, sensor calibration methods, and applications ranging from infrastructure maintenance to human movement modeling. The research combines photogrammetry (making measurements from images) with computational methods like deep learning and unsupervised domain adaptation.
Publication output has fluctuated over the past decade, generally ranging between 15 and 28 papers per year without a clear sustained increase or decline.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- UAV-based Unsupervised Domain Adaptation for Road Extraction
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2026
- The Neuromusculoskeletal Modeling Pipeline: MATLAB-based model personalization and treatment optimization functionality for OpenSim
Journal of NeuroEngineering and Rehabilitation · 2025
- LiDAR-Based Road Cracking Detection: Machine Learning Comparison, Intensity Normalization, and Open-Source WebGIS for Infrastructure Maintenance
Remote Sensing · 2025
- A Taxonomy of Sensors, Calibration and Computational Methods, and Applications of Mobile Mapping Systems: A Comprehensive Review
Remote Sensing · 2025
- Improved Iterative CD-Spline Approach for Building Boundary Regularization Using Airborne LiDAR Data
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2025
- Enabling Scalable and Efficient Building Energy Simulation through Scan-to-BIM
2025
- Unsupervised Domain Adaptation U-Net for Uav Road Extraction
2025
- An approach for assessing bus service reliability based on GNSS and bus occupancy data
Public Transport · 2025
- Scan Angle Analysis of Airborne Lidar Data for Missing Return Approximation in Urban Areas
Photogrammetric Engineering & Remote Sensing · 2024
- The Neuromusculoskeletal Modeling Pipeline: MATLAB-based Model Personalization and Treatment Optimization Functionality for OpenSim
bioRxiv (Cold Spring Harbor Laboratory) · 2024
- Convolutional Neural Networks for Road Detection: An Unsupervised Domain Adaptation Approach
The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2024
- The combined impact of shallow groundwater and soil salinity on evapotranspiration using remote sensing in an agricultural alluvial setting
Journal of Hydrology Regional Studies · 2023
- COMPARATIVE ANALYSIS OF MORPHOLOGICAL (MCSS) AND LEARNING-BASED (SPG) STRATEGIES FOR DETECTING SIGNAGE OCCLUSIONS ALONG TRANSPORTATION CORRIDORS
The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2023
- Method of processing an image
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 2023
- Editorial for the Special Issue “Latest Development in 3D Mapping Using Modern Remote Sensing Technologies”
Remote Sensing · 2023
- Remote Sensing×35
- The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences×20
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing×10
- Photogrammetric Engineering & Remote Sensing×8
- Sensors×7
- Zhixin Li
Environmental Science · Purdue University West Lafayette
- Tamer Shamseldin
Environmental Science · Purdue University West Lafayette
- Yi-Chun Lin
Environmental Science · Purdue University West Lafayette
- Tian Zhou
Environmental Science · Purdue University West Lafayette
- Charles Toth
Environmental Science · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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