[HTML][HTML] Airborne LiDAR Point Cloud Classification Using Ensemble Learning for DEM Generation

TS Ciou, CH Lin, CK Wang - Sensors, 2024 - mdpi.com
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 …

Filtering green vegetation out from colored point clouds of Rocky terrains based on various vegetation indices: comparison of simple statistical methods, support vector …

M Štroner, R Urban, T Suk - Remote Sensing, 2023 - mdpi.com
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 …

Complex Methodology for Spatial Documentation of Geomorphological Changes and Geohazards in the Alpine Environment

Ľ Kovanič, P Peťovský, B Topitzer, P Blišťan - Land, 2024 - mdpi.com
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 …

[HTML][HTML] Color-based point cloud classification using a novel Gaussian mixed modeling-based approach versus a deep neural network

M Štroner, R Urban, L Línková - Remote Sensing, 2023 - mdpi.com
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 …

[HTML][HTML] Comparative analysis of UAV-based LiDAR and photogrammetric systems for the detection of terrain anomalies in a historical conflict landscape

M Storch, B Kisliuk, T Jarmer, B Waske… - Science of Remote …, 2025 - Elsevier
The documentation of historical artefacts and cultural heritage using high-resolution data
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 …

[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 …

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 …

Filtering airborne LiDAR data based on multi-view window and multi-resolution hierarchical cloth simulation

S Cai, Y Pang, S Yu, X Lin, X Liang - Geo-spatial Information …, 2024 - Taylor & Francis
Ground filtering is a fundamental step in airborne LiDAR data processing toward a variety of
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 …