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Extracting Information from Lidar Intensity Images Keith Challis IBM Vista, Institute of Archaeology and Antiquity, University of Birmingham U B
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
The Intensity Record
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham Processing variables effect intensity values: Boyd and Hill 2007
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Intensity Potential
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham General spectral reflectance of common materials Visible Lidar
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham Moisture % Organic %
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Analysis and Interpretation A Geoarchaeological case Study
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham ,[object Object],[object Object],[object Object]
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Intensity: A Way Forward in Archaeology
Extracting Information from  Lidar Intensity Images ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham
Extracting Information from  Lidar Intensity Images Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham Toolkit approaches to archaeological remote sensing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Thanks Lidar Intensity  Keith Challis, IBM Vista, University of Birmingham

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