A presentation by John Murray from Fusion Data Science given at EDINA's GeoForum 2017 about the use of Lidar Data and the technology and techniques that can be used on it to create useful datasets.

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We have the technology…
We have the data…
What next?
John Murray
Fusion Data Science/University of Liverpool
@MurrayData

2. LiDAR Aerial ‘Grid’ View
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3. LiDAR Aerial ‘Grid’ View – iCentrum Site
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4. LiDAR Point Cloud – Liverpool Waterfront
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5. LiDAR – UCL London - Raw
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6. LiDAR – UCL London - Filter
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7. LiDAR – UCL London – Edge Detection
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8. LiDAR – UCL London – OS OpenMap Buildings
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9. LiDAR – UCL London – LiDAR Derived Buildings
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10. GPU Technology

11. GPU Technology – Autonomous Vehicles

12. Commodity Gaming Hardware
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13. Deep Learning – Object Recognition

14. Deep Learning – Object Recognition

15. Deep Learning – Object Recognition

16. Deep Learning – Object Recognition

17. Deep Learning – Object Detection

18. Deep Learning – Object Detection

19. Deep Learning – Object Detection

20. Deep Learning – Object Detection in LiDAR

21. Deep Learning – Object Detection in LiDAR

22. Deep Learning – Object Detection in LiDAR

23. Deep Learning – Image Segmentation

24. Questions and Demo
Geographic Data Science Lab
University of Liverpool
geographicdatascience.com