| Description |
1 online resource (602 p.) |
| Series |
Lecture Notes in Civil Engineering ; v.304 |
|
Lecture notes in civil engineering ; v. 304.
|
| 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 |
| Summary |
This volume gathers the latest advances, innovations, and applications in the field of geographic information systems and unmanned aerial vehicle (UAV) technologies, as presented by leading researchers and engineers at the 2nd International Conference on Unmanned Aerial System in Geomatics (UASG), held in Roorkee, India on April 2-4, 2021. It covers highly diverse topics, including photogrammetry and remote sensing, surveying, UAV manufacturing, geospatial data sensing, UAV processing, visualization, and management, UAV applications and regulations, geo-informatics and geomatics. The contributions, which were selected by means of a rigorous international peer-review process, highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaboration among different specialists |
| Notes |
"UASG-2021 was conducted in the midst of Covid-19 pandemic and it was completely online."-- Preface |
| Bibliography |
Includes bibliographical references |
| Notes |
Print version record |
| Subject |
Geographic information systems -- Congresses
|
|
Drone aircraft in remote sensing -- Congresses
|
|
Drone aircraft in remote sensing
|
|
Geographic information systems
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Jain, Kamal.
|
|
Mishra, Vishal
|
|
Pradhan, Biswajeet.
|
| ISBN |
9783031193095 |
|
3031193091 |
|
