top of page

Independent Research - Processing Light Detection and Ranging (LiDAR)
Point Cloud Data for Urban Modeling and Analysis

August 2012 - December 2012

Independent research of techniques in GIS and Remote Sensing software algorithms for segmentation and classifying LiDAR (Light detection and Ranging) laser scans of urban areas.

  • Investigation of translating human vision, cognition and segmentation of images into computer logic such as size, shape, texture, contextual information, and other factors for segmenting point clouds into homes, trees, roads, and other structures.
  • Review of eCognition, Overwatch Industries Feature Analyst, ERDAS Imagine - Objective, and other remote sensing / GIS software.

Algorithms automatically recognize homes and trees:

bottom of page