Orthomosaicking Thermal Drone Images of Forests via Simultaneously Acquired RGB Images
Operational forest monitoring often requires fine-detail information in the form of an orthomosaic, created by stitching overlapping nadir images captured by aerial platforms such as drones. RGB drone sensors are commonly used for low-cost, high-resolution imaging that is conducive to effective orth...
| Published in: | Remote Sensing |
|---|---|
| Main Authors: | Rudraksh Kapil, Guillermo Castilla, Seyed Mojtaba Marvasti-Zadeh, Devin Goodsman, Nadir Erbilgin, Nilanjan Ray |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-05-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/2072-4292/15/10/2653 |
Similar Items
Co-Registration of Multi-Modal UAS Pushbroom Imaging Spectroscopy and RGB Imagery Using Optical Flow
by: Ryan S. Haynes, et al.
Published: (2025-02-01)
by: Ryan S. Haynes, et al.
Published: (2025-02-01)
An Analysis of the Influence of Flight Parameters in the Generation of Unmanned Aerial Vehicle (UAV) Orthomosaicks to Survey Archaeological Areas
by: Francisco-Javier Mesas-Carrascosa, et al.
Published: (2016-11-01)
by: Francisco-Javier Mesas-Carrascosa, et al.
Published: (2016-11-01)
Data Fusion of RGB and Depth Data with Image Enhancement
by: Lennard Wunsch, et al.
Published: (2024-03-01)
by: Lennard Wunsch, et al.
Published: (2024-03-01)
TMRGBT-D2D: A Temporal Misaligned RGB-Thermal Dataset for Drone-to-Drone Target Detection
by: Hexiang Hao, et al.
Published: (2025-10-01)
by: Hexiang Hao, et al.
Published: (2025-10-01)
Micro- and Macroscopic Road Traffic Analysis using Drone Image Data
by: Kruber, Friedrich, et al.
Published: (2022-11-01)
by: Kruber, Friedrich, et al.
Published: (2022-11-01)
Automated image registration of RGB, hyperspectral and chlorophyll fluorescence imaging data
by: Hans Lukas Bethge, et al.
Published: (2024-11-01)
by: Hans Lukas Bethge, et al.
Published: (2024-11-01)
Cluster-Based Flight Path Construction for Drone-Assisted Pear Pollination Using RGB-D Image Processing
by: Arata Kuwahara, et al.
Published: (2025-07-01)
by: Arata Kuwahara, et al.
Published: (2025-07-01)
A Real-Time Registration Algorithm of UAV Aerial Images Based on Feature Matching
by: Zhiwen Liu, et al.
Published: (2023-03-01)
by: Zhiwen Liu, et al.
Published: (2023-03-01)
Estimating Grass Sward Quality and Quantity Parameters Using Drone Remote Sensing with Deep Neural Networks
by: Kirsi Karila, et al.
Published: (2022-06-01)
by: Kirsi Karila, et al.
Published: (2022-06-01)
Registering Unmanned Aerial Vehicle Videos in the Long Term
by: Pierre Lemaire, et al.
Published: (2021-01-01)
by: Pierre Lemaire, et al.
Published: (2021-01-01)
Reconciling Registration Policies for Unmanned Aircraft with Unmanned Aircraft Ownership Characteristics
by: Isaac Levi Henderson
Published: (2023-01-01)
by: Isaac Levi Henderson
Published: (2023-01-01)
A Block Registration Strategy for Unmanned Aerial Vehicle Orthorectified Images With Whole First and Local Later
by: Ming Hao, et al.
Published: (2025-01-01)
by: Ming Hao, et al.
Published: (2025-01-01)
Particle Tracking Facilitates Real Time Capable Motion Correction in 2D or 3D Two-Photon Imaging of Neuronal Activity
by: Samira Aghayee, et al.
Published: (2017-08-01)
by: Samira Aghayee, et al.
Published: (2017-08-01)
Benchmarking and performance evaluation of a novel deformable image registration software for radiotherapy CT images
by: Shorug S. Alshammari, et al.
Published: (2024-12-01)
by: Shorug S. Alshammari, et al.
Published: (2024-12-01)
SIFT-CNN Pipeline in Livestock Management: A Drone Image Stitching Algorithm
by: Houssem R. E. H. Bouchekara, et al.
Published: (2022-12-01)
by: Houssem R. E. H. Bouchekara, et al.
Published: (2022-12-01)
An Optical Flow Based Left-Invariant Metric for Natural Gradient Descent in Affine Image Registration
by: Daniel Jacob Tward, et al.
Published: (2021-08-01)
by: Daniel Jacob Tward, et al.
Published: (2021-08-01)
Fast Method of Registration for 3D RGB Point Cloud with Improved Four Initial Point Pairs Algorithm
by: Peng Li, et al.
Published: (2019-12-01)
by: Peng Li, et al.
Published: (2019-12-01)
A comparative analysis of pairwise image stitching techniques for microscopy images
by: Fatemeh Sadat Mohammadi, et al.
Published: (2024-04-01)
by: Fatemeh Sadat Mohammadi, et al.
Published: (2024-04-01)
FFMT: Unsupervised RGB-D Point Cloud Registration via Fusion Feature Matching with Transformer
by: Jiacun Qiu, et al.
Published: (2025-02-01)
by: Jiacun Qiu, et al.
Published: (2025-02-01)
High-Resolution Drone-Acquired RGB Imagery to Estimate Spatial Grape Quality Variability
by: Marta García-Fernández, et al.
Published: (2021-03-01)
by: Marta García-Fernández, et al.
Published: (2021-03-01)
An Evaluation of the Factors Affecting ‘Poacher’ Detection with Drones and the Efficacy of Machine-Learning for Detection
by: Katie E. Doull, et al.
Published: (2021-06-01)
by: Katie E. Doull, et al.
Published: (2021-06-01)
Drone-YOLO: An Efficient Neural Network Method for Target Detection in Drone Images
by: Zhengxin Zhang
Published: (2023-08-01)
by: Zhengxin Zhang
Published: (2023-08-01)
Drone and ground-truth data collection, image annotation and machine learning: A protocol for coastal habitat mapping and classification
by: Kristina Øie Kvile, et al.
Published: (2024-12-01)
by: Kristina Øie Kvile, et al.
Published: (2024-12-01)
Canopy height estimation using drone-based RGB images
by: Aravind Bharathi Valluvan, et al.
Published: (2023-08-01)
by: Aravind Bharathi Valluvan, et al.
Published: (2023-08-01)
Toward Autonomous Field Inspection of CSP Collectors With a Polarimetric Imaging Drone
by: Mo Tian, et al.
Published: (2023-12-01)
by: Mo Tian, et al.
Published: (2023-12-01)
Using Drones for Thermal Imaging Photography and Building 3D Images to Analyze the Defects of Solar Modules
by: Kuo-Chien Liao, et al.
Published: (2022-08-01)
by: Kuo-Chien Liao, et al.
Published: (2022-08-01)
An Image Processing Approach for Real-Time Safety Assessment of Autonomous Drone Delivery
by: Assem Alsawy, et al.
Published: (2024-01-01)
by: Assem Alsawy, et al.
Published: (2024-01-01)
RGB Indices and Canopy Height Modelling for Mapping Tidal Marsh Biomass from a Small Unmanned Aerial System
by: Grayson R. Morgan, et al.
Published: (2021-08-01)
by: Grayson R. Morgan, et al.
Published: (2021-08-01)
Classification and Evaluation of Muti Modal Medical Image Registration Methods and Similarity Measures
by: Zohre Mohamadi, et al.
Published: (2023-06-01)
by: Zohre Mohamadi, et al.
Published: (2023-06-01)
Image-Based Gimbal Control in a Drone for Centering Photovoltaic Modules in a Thermal Image
by: Hyun-Cheol Park, et al.
Published: (2020-07-01)
by: Hyun-Cheol Park, et al.
Published: (2020-07-01)
Automatic UAV Image Geo-Registration by Matching UAV Images to Georeferenced Image Data
by: Xiangyu Zhuo, et al.
Published: (2017-04-01)
by: Xiangyu Zhuo, et al.
Published: (2017-04-01)
Optimising inter-patient image registration for image-based data mining in breast radiotherapy
by: Tanwiwat Jaikuna, et al.
Published: (2024-10-01)
by: Tanwiwat Jaikuna, et al.
Published: (2024-10-01)
Rider Optimization With Deep Learning Based Image Encryption for Secure Drone Communication
by: N. Kannaiya Raja, et al.
Published: (2023-01-01)
by: N. Kannaiya Raja, et al.
Published: (2023-01-01)
Grey-Wolf-Based Wang’s Demons for Retinal Image Registration
by: Sayan Chakraborty, et al.
Published: (2020-06-01)
by: Sayan Chakraborty, et al.
Published: (2020-06-01)
Edge-Aware Pyramidal Deformable Network for Unsupervised Registration of Brain MR Images
by: Yiqin Cao, et al.
Published: (2021-01-01)
by: Yiqin Cao, et al.
Published: (2021-01-01)
Single-Handed Gesture Recognition with RGB Camera for Drone Motion Control
by: Guhnoo Yun, et al.
Published: (2024-11-01)
by: Guhnoo Yun, et al.
Published: (2024-11-01)
High-resolution mapping of peatland CO2 fluxes using drone multispectral images
by: R. Walcker, et al.
Published: (2025-05-01)
by: R. Walcker, et al.
Published: (2025-05-01)
Missing the Forest and the Trees: Utility, Limits and Caveats for Drone Imaging of Coastal Marine Ecosystems
by: Leigh W. Tait, et al.
Published: (2021-08-01)
by: Leigh W. Tait, et al.
Published: (2021-08-01)
Survey on Anti-Drone Systems: Components, Designs, and Challenges
by: Seongjoon Park, et al.
Published: (2021-01-01)
by: Seongjoon Park, et al.
Published: (2021-01-01)
ADMIR–Affine and Deformable Medical Image Registration for Drug-Addicted Brain Images
by: Kun Tang, et al.
Published: (2020-01-01)
by: Kun Tang, et al.
Published: (2020-01-01)
Similar Items
-
Co-Registration of Multi-Modal UAS Pushbroom Imaging Spectroscopy and RGB Imagery Using Optical Flow
by: Ryan S. Haynes, et al.
Published: (2025-02-01) -
An Analysis of the Influence of Flight Parameters in the Generation of Unmanned Aerial Vehicle (UAV) Orthomosaicks to Survey Archaeological Areas
by: Francisco-Javier Mesas-Carrascosa, et al.
Published: (2016-11-01) -
Data Fusion of RGB and Depth Data with Image Enhancement
by: Lennard Wunsch, et al.
Published: (2024-03-01) -
TMRGBT-D2D: A Temporal Misaligned RGB-Thermal Dataset for Drone-to-Drone Target Detection
by: Hexiang Hao, et al.
Published: (2025-10-01) -
Micro- and Macroscopic Road Traffic Analysis using Drone Image Data
by: Kruber, Friedrich, et al.
Published: (2022-11-01)
