Magazine Article

Fast Image Texture Classification Using Decision Trees

TBMG-9895

05/01/2011

Abstract
Content

Texture analysis would permit improved autonomous, onboard science data interpretation for adaptive navigation, sampling, and downlink decisions. These analyses would assist with terrain analysis and instrument placement in both macroscopic and microscopic image data products. Unfortunately, most state-of-the-art texture analysis demands computationally expensive convolutions of filters involving many floating-point operations. This makes them infeasible for radiation-hardened computers and spaceflight hardware.

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Citation
"Fast Image Texture Classification Using Decision Trees," Mobility Engineering, May 1, 2011.
Additional Details
Publisher
Published
May 1, 2011
Product Code
TBMG-9895
Content Type
Magazine Article
Language
English