Noisy lidar point clouds: impact on information extraction in high-precision lidar surveying
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Summary
The impact of pre-processing of raw point cloud from focal-plane LIDar with respect to changes applied to the information content and in comparison with point clouds delivered by state-of-the-art linear waveform-processing LIDAR systems are discussed.
- Type
- article
- Published
- 2018-05-10
- Cited by
- 19
- References
- 8
- OpenAlex
- https://openalex.org/W2799646052
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:65291823
Keywords
Lidar, Point cloud, Remote sensing, Ranging, Computer science
References
- Feature enhancing aerial lidar point cloud refinement
- Edge Structure Preserving 3D Image Denoising by Local Surface Approximation
- Similarity based filtering of point clouds
- Linear LIDAR versus Geiger-mode LIDAR: impact on data properties and data quality
- Subjective and objective quality evaluation of 3D point cloud denoising algorithms
- VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection
- A simple algorithm for surface denoising
Cited by
- Automated detection and measurement of individual sorghum panicles using density-based clustering of terrestrial lidar data
- On the Feasibility of Water Surface Mapping with Single Photon LiDAR
- Advances in lidar point cloud processing
- A COMPARISON OF SINGLE PHOTON AND FULL WAVEFORM LIDAR
- Automated Visual Recognizability Evaluation of Traffic Sign Based on 3D LiDAR Point Clouds
- Evaluation of SPL100 Single Photon Lidar Data
- Low-complexity Point Cloud Filtering for LiDAR by PCA-based Dimension Reduction
- Comparing features of single and multi-photon lidar in boreal forests
- Evaluation of Single Photon and Waveform LiDAR
- Low-complexity adaptive radius outlier removal filter based on PCA for lidar point cloud denoising.
- A Tutorial Review on Point Cloud Registrations: Principle, Classification, Comparison, and Technology Challenges
- Estimation of breast height diameter and trunk curvature with linear and single-photon LiDARs
- Simulation and Design of Circular Scanning Airborne Geiger Mode Lidar for High-Resolution Topographic Mapping
- Mapping 3-D classroom seats based on partial object point cloud completion
- Noncontact measurements of the morphological phenotypes of sorghum using 3D LiDAR point cloud
- A singular, broadly-applicable model for estimating on- and off-path walking travel rates using airborne lidar data
- Acoustic Characterization Using Single-Photon LiDAR
- Maize Ear Sensing for on-Farm Yield Predictions
- PHƯƠNG PHÁP LOẠI BỎ NHIỄU DỮ LIỆU ĐÁM MÂY ĐIỂM LIDAR SỬ DỤNG KHOẢNG CÁCH DANH NGHĨA (NOMINAL POINT SPACING)
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