Meteorite Classification

Table of Contents

Meteorite Classification

Spectrum Acquisition

Bayes Network Architecture for Meteorite Classification with Spectral Data

Meteorite/Rock Classification: visible spectrum results

Network Misclassification Rate

“Meteorongs”

Meteorite/Rock Classification: Effect of A Priori Probabilities

Misclassification rate given high a priori chance of sample being a meteorite

Spectral Features S1..S12

RGB Features

Spectral Features for Classification

Performance on RGB Sensor Data

Conclusions

Further Work

Meteorite Classification

Spectrum Acquisition

Conclusions

Further Work

Email: pedersen+@ri.cmu.edu

Home Page: http://www.cs.cmu.edu/~pedersen

Other information:
Research conducted at: Robotics Institute Carnegie Mellon University