Analysis and Removal of artifacts in 3-D LADAR Data
journal contributionposted on 01.01.2004 by J. Tuley, Nicolas Vandapel, Martial Hebert
Any type of content formally published in an academic journal, usually following a peer-review process.
Mixed pixels are points in LADAR data which occur when the measurement beam intersects two objects at within a certain range of distances apart. The resulting return signal represents data from both objects; the laser electronics read this as a single point, but not at the real location of either object. As such, mixed pixels present an obstacle to accurate analysis of a scene. We present a survey of mixed pixel phenomena and a method of removing mixed pixels from scenes stored as 3-D points. Our method does not depend on the sensor used to originally collect the data, and is efficient and effective.