A linearly approximated iterative Gaussian decomposition method for waveform LiDAR processing
Sign Up to like & getrecommendations! Published in 2017 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2017.05.009
Abstract: Abstract Full-waveform LiDAR (FWL) decomposition results often act as the basis for key LiDAR-derived products, for example canopy height, biomass and carbon pool estimation, leaf area index calculation and under canopy detection. To date, the… read more here.
Keywords: waveform lidar; decomposition; method; gaussian decomposition ... See more keywords
Improving models of urban greenspace: from vegetation surface cover to volumetric survey, using waveform laser scanning
Sign Up to like & getrecommendations! Published in 2017 at "Methods in Ecology and Evolution"
DOI: 10.1111/2041-210x.12794
Abstract: Summary Urban greenspace has a major impact on human health and quality of life, and thus the way in which such green infrastructure is constructed, managed and maintained is of critical importance. A range of… read more here.
Keywords: urban greenspace; surface cover; vegetation; cover ... See more keywords
Full-waveform LiDAR echo decomposition based on dense and residual neural networks.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.444910
Abstract: For full-waveform (FW) LiDAR signals, conventional echo decomposition methods use complicated filtering or de-noising algorithms for signal pre-processing. However, the speed and accuracy of these algorithms are limited. In this paper, we study a highly… read more here.
Keywords: decomposition; echo decomposition; waveform lidar; full waveform ... See more keywords