Fast Image Texture Classification Using Decision Trees
TBMG-9895
05/01/2011
- 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.
- Citation
- "Fast Image Texture Classification Using Decision Trees," Mobility Engineering, May 1, 2011.