Optics Express · 2022 · 10 citations · 11 references
Natural SciencesVision ScienceComputer VisionMachine VisionRemote SensingHyperspectral ImagingLidar Remote SensingMultispectral ImagingRemote Sensing Image AnalysisRemote Sensing ImagerySpectral Data ProcessingAirborne Hyperspectral SensingHyperspectral AnalysisHyperspectral ClassificationHyperspectral Image ProcessingLidar SensingLidar Signal ClassificationLidar-based DetectionMulti-spectral Image Analysis
We have developed a multi-spectral SWIR lidar system capable of measuring simultaneous spatial-spectral information for imaging and spectral discrimination through partial obscurations. We employ objects in the presence and absence of a series of obscurants to evaluate the capability of the system in classifying the objects of interest based on spectral and range information. We employ a principal component analysis-based algorithm in classifying the objects and quantifying the accuracy of detection under various obscured scenarios. The merits of multi-spectral lidar over hyperspectral imaging are highlighted for target identification in the presence of obscurants.
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Full waveform hyperspectral LiDAR for terrestrial laser scanning
Teemu Hakala, Juha Suomalainen, Sanna Kaasalainen et al. · Optics Express · 2012 · 337 citations · Full text
A Multispectral Canopy LiDAR Demonstrator Project
Iain Woodhouse, Caroline Nichol, Peter M. Sinclair et al. · IEEE Geoscience and Remote Sensing Letters · 2011 · 125 citations
Natural Resources, Ecology, Forestry +17
Artificial target detection with a hyperspectral LiDAR over 26-h measurement
Eetu Puttonen, Teemu Hakala, Olli Nevalainen et al. · Optical Engineering · 2015 · 62 citations · Full text