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CONNECT. TRANSFORM. AUTOMATE.
Point Clouds: The Power of
Components
Eye-pleasing Demos of Point Clouds?
 NOT THIS YEAR!
(some serious stuff is coming)
Components for Beginners
 If you don’t know what components are
Point clouds have attributes Points have components
Components Before FME 2014
Based on LAS1.2
 x
 y
 z
 intensity
 color
 classification
 return
 number_of_returns
 gps_time
 gps_week
 angle
 flight_ line
 flight_line_edge
 scan_ direction
 point_source_id
 posix_time
 user_data
User-defined Components in FME 2014
Now FME can:
 Add/remove/modify
user components
 Set their data type
 Save them to
supporting format
Example 1
 Extract populated places from geonames database
(8.7 Mln records, http://www.geonames.org/)
CSV Reader VS Point Cloud XYZ Reader
 Same input, same output, where is the difference?
New Transformers for
Component Handling
 PointCloudComponentAdder
 PointCloudComponentCopier
 PointCloudComponentKeeper
 PointCloudComponentRemover
 PointCloudComponentRenamer
 PointCloudComponentTypeCoercer
Updated Transformers
 PointCloudCoercer
 PointCloudCombiner
 PointCloudCreator
 PointCloudExpressionEvaluator
 PointCloudFilter
 PointCloudOnRasterComponentSetter
 PointCloudPropertyExtractor
 PointCloudSplitter
LAS 1.4 Support - Example 2
 User components
 1.4 Legacy Compatible mode
Thank You!
 Questions?
 For more information:
 info@safe.com
 www.safe.com

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Point Clouds: The Power of Components

  • 1. CONNECT. TRANSFORM. AUTOMATE. Point Clouds: The Power of Components
  • 2. Eye-pleasing Demos of Point Clouds?  NOT THIS YEAR! (some serious stuff is coming)
  • 3. Components for Beginners  If you don’t know what components are Point clouds have attributes Points have components
  • 4. Components Before FME 2014 Based on LAS1.2  x  y  z  intensity  color  classification  return  number_of_returns  gps_time  gps_week  angle  flight_ line  flight_line_edge  scan_ direction  point_source_id  posix_time  user_data
  • 5. User-defined Components in FME 2014 Now FME can:  Add/remove/modify user components  Set their data type  Save them to supporting format
  • 6. Example 1  Extract populated places from geonames database (8.7 Mln records, http://www.geonames.org/)
  • 7. CSV Reader VS Point Cloud XYZ Reader  Same input, same output, where is the difference?
  • 8. New Transformers for Component Handling  PointCloudComponentAdder  PointCloudComponentCopier  PointCloudComponentKeeper  PointCloudComponentRemover  PointCloudComponentRenamer  PointCloudComponentTypeCoercer
  • 9. Updated Transformers  PointCloudCoercer  PointCloudCombiner  PointCloudCreator  PointCloudExpressionEvaluator  PointCloudFilter  PointCloudOnRasterComponentSetter  PointCloudPropertyExtractor  PointCloudSplitter
  • 10. LAS 1.4 Support - Example 2  User components  1.4 Legacy Compatible mode
  • 11. Thank You!  Questions?  For more information:  info@safe.com  www.safe.com

Editor's Notes

  1. Dean: Make sure you read pc_populated_places.xyz using TAB for the delimiter.