Linked e-resources
Details
Table of Contents
Intro
Preface
Acknowledgements
Contents
Abbreviations
Comparison of DEM Generated from UAV Images and ICESat-1 Elevation Datasets with an Assessment of the Cartographic Potential of UAV-Based Sensor Datasets
1 Introduction
1.1 UAV
1.2 ICESat Missions
2 Study Area
3 Material and Method
4 Results and Discussion
5 Conclusion
References
UAV to Cadastral Parcel Boundary Translation and Synthetic UAV Image Generation Using Conditional-Generative Adversarial Network
1 Introduction
2 Data Set
3 Network Architecture
4 Translating Cadastral Parcel Maps to Synthetic UAV Images
5 Results and Discussions
6 Conclusion
References
UAV-Based Terrain-Following Mapping Using LiDAR in High Undulating Catastrophic Areas
1 Introduction
2 Literature Review
3 Proposed Solution
4 Study Area
5 Experimental Setup
6 Dataset Used
7 Methodology
8 Surface Model Construction
9 Results and Discussions
10 Conclusions and Future Work
References
Forest Fire Detection from UAV Images Using Fusion of Pre-trained Mobile CNN Features
1 Introduction
2 Review of Recent Works
3 Mobile CNN Architectures
4 Proposed Algorithm
5 Experimental Simulations
6 Conclusions
References
Deep Learning-Based Improved Automatic Building Extraction from Open-Source High Resolution Unmanned Aerial Vehicle (UAV) Imagery
1 Introduction
1.1 Background
1.2 Previous Works
1.3 Objective and Summary
2 Dataset Details
3 Methodology
3.1 Data Preparation Methodology
3.2 Network Architecture
3.3 Training the Network
4 Results and Discussion
5 Conclusion
References
Design and Development of Human Temperature Measuring System Using Drone Based Multispectral and Thermal Images
1 Introduction
1.1 Environmental Impacts
1.2 Impacts of Drone Spraying
2 Literature Survey
3 Research Analysis of Drone Spraying
4 Design of a Drone with Forward Looking InfraRed (FLIR) Camera
5 Methodology
5.1 Biomass Prediction Algorithm
5.2 Admin
5.3 Mission GUI and Waypoint Planner
5.4 Drone Commands
5.5 Process 2
5.6 Drivers and Controllers
5.7 GPS Receiver
5.8 Process 1
5.9 Human Temperature Detection
5.10 Image Sensing Algorithm Using NIR Camera
6 Temperature Scanning Using Thermal Images
7 Mask Detection and Thermal Detection Using Thermal Mapping
7.1 Thermal Mapping Using Pix4D Mapper
8 Classification
9 Outcome Results of Thermal Mapping
10 Conclusion
References
Feature Extraction in Urban Areas Using UAV Data
1 Introduction
2 Test Area and Dataset
3 Methodology
3.1 Photogrammetric Processing
3.2 Image Segmentation
3.3 Image Classification and Impervious Surface Estimation
3.4 Quantitative Assessment
4 Results and Discussions
5 Conclusions
Preface
Acknowledgements
Contents
Abbreviations
Comparison of DEM Generated from UAV Images and ICESat-1 Elevation Datasets with an Assessment of the Cartographic Potential of UAV-Based Sensor Datasets
1 Introduction
1.1 UAV
1.2 ICESat Missions
2 Study Area
3 Material and Method
4 Results and Discussion
5 Conclusion
References
UAV to Cadastral Parcel Boundary Translation and Synthetic UAV Image Generation Using Conditional-Generative Adversarial Network
1 Introduction
2 Data Set
3 Network Architecture
4 Translating Cadastral Parcel Maps to Synthetic UAV Images
5 Results and Discussions
6 Conclusion
References
UAV-Based Terrain-Following Mapping Using LiDAR in High Undulating Catastrophic Areas
1 Introduction
2 Literature Review
3 Proposed Solution
4 Study Area
5 Experimental Setup
6 Dataset Used
7 Methodology
8 Surface Model Construction
9 Results and Discussions
10 Conclusions and Future Work
References
Forest Fire Detection from UAV Images Using Fusion of Pre-trained Mobile CNN Features
1 Introduction
2 Review of Recent Works
3 Mobile CNN Architectures
4 Proposed Algorithm
5 Experimental Simulations
6 Conclusions
References
Deep Learning-Based Improved Automatic Building Extraction from Open-Source High Resolution Unmanned Aerial Vehicle (UAV) Imagery
1 Introduction
1.1 Background
1.2 Previous Works
1.3 Objective and Summary
2 Dataset Details
3 Methodology
3.1 Data Preparation Methodology
3.2 Network Architecture
3.3 Training the Network
4 Results and Discussion
5 Conclusion
References
Design and Development of Human Temperature Measuring System Using Drone Based Multispectral and Thermal Images
1 Introduction
1.1 Environmental Impacts
1.2 Impacts of Drone Spraying
2 Literature Survey
3 Research Analysis of Drone Spraying
4 Design of a Drone with Forward Looking InfraRed (FLIR) Camera
5 Methodology
5.1 Biomass Prediction Algorithm
5.2 Admin
5.3 Mission GUI and Waypoint Planner
5.4 Drone Commands
5.5 Process 2
5.6 Drivers and Controllers
5.7 GPS Receiver
5.8 Process 1
5.9 Human Temperature Detection
5.10 Image Sensing Algorithm Using NIR Camera
6 Temperature Scanning Using Thermal Images
7 Mask Detection and Thermal Detection Using Thermal Mapping
7.1 Thermal Mapping Using Pix4D Mapper
8 Classification
9 Outcome Results of Thermal Mapping
10 Conclusion
References
Feature Extraction in Urban Areas Using UAV Data
1 Introduction
2 Test Area and Dataset
3 Methodology
3.1 Photogrammetric Processing
3.2 Image Segmentation
3.3 Image Classification and Impervious Surface Estimation
3.4 Quantitative Assessment
4 Results and Discussions
5 Conclusions