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[HTML][HTML] Airborne LiDAR Point Cloud Classification Using Ensemble Learning for DEM Generation
Airborne laser scanning (ALS) point clouds have emerged as a predominant data source for
the generation of digital elevation models (DEM) in recent years. Traditionally, the …
the generation of digital elevation models (DEM) in recent years. Traditionally, the …
Filtering green vegetation out from colored point clouds of Rocky terrains based on various vegetation indices: comparison of simple statistical methods, support vector …
Filtering out vegetation from a point cloud based on color is only rarely used, largely due to
the lack of knowledge of the suitability of input information (color, vegetation indices) and the …
the lack of knowledge of the suitability of input information (color, vegetation indices) and the …
Complex Methodology for Spatial Documentation of Geomorphological Changes and Geohazards in the Alpine Environment
The alpine environment with a high degree of nature protection is characterized by complete
non-intervention. The processes and phenomena occurring in it are exclusively of a natural …
non-intervention. The processes and phenomena occurring in it are exclusively of a natural …
[HTML][HTML] Color-based point cloud classification using a novel Gaussian mixed modeling-based approach versus a deep neural network
The classification of point clouds is an important research topic due to the increasing speed,
accuracy, and detail of their acquisition. Classification using only color is basically absent in …
accuracy, and detail of their acquisition. Classification using only color is basically absent in …
[HTML][HTML] Comparative analysis of UAV-based LiDAR and photogrammetric systems for the detection of terrain anomalies in a historical conflict landscape
The documentation of historical artefacts and cultural heritage using high-resolution data
obtained from unmanned aerial vehicles (UAVs) is of paramount importance in the …
obtained from unmanned aerial vehicles (UAVs) is of paramount importance in the …
Detecting historical terrain anomalies with UAV-LiDAR data using spline-approximation and support vector machines
M Storch, N de Lange, T Jarmer… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
The documentation of historical remains and cultural heritage is of great importance to
preserve historical knowledge. Many studies use low-resolution airplane-based laser …
preserve historical knowledge. Many studies use low-resolution airplane-based laser …
[HTML][HTML] ANN-Based Filtering of Drone LiDAR in Coastal Salt Marshes Using Spatial–Spectral Features
K Liu, S Liu, K Tan, M Yin, P Tao - Remote Sensing, 2024 - mdpi.com
Salt marshes provide diverse habitats for a wide range of creatures and play a key defensive
and buffering role in resisting extreme marine hazards for coastal communities. Accurately …
and buffering role in resisting extreme marine hazards for coastal communities. Accurately …
Optimizing Mobile Laser Scanning Accuracy for Urban Applications: A Comparison by Strategy of Different Measured Ground Points
L Běloch, K Pavelka - Applied Sciences, 2024 - mdpi.com
Mobile map** systems are part of modern data collection in geodesy. It is one of many
surveying methods where field collection is performed in a short time. Among their …
surveying methods where field collection is performed in a short time. Among their …
Filtering airborne LiDAR data based on multi-view window and multi-resolution hierarchical cloth simulation
Ground filtering is a fundamental step in airborne LiDAR data processing toward a variety of
applications. However, existing algorithms remain tremendously challenging in complex …
applications. However, existing algorithms remain tremendously challenging in complex …
Segmentation-based hierarchical interpolation filter using both geometric and radiometric features for LiDAR point clouds over complex scenarios
C Chen, J Guo, Y Li, L Xu - Measurement, 2023 - Elsevier
To enhance the filtering accuracy in complex environments, a segmentation-based
hierarchical interpolation filter using both geometric and radiometric features is proposed in …
hierarchical interpolation filter using both geometric and radiometric features is proposed in …