Automatic recognition of landforms on Mars using terrain segmentation and classification

TF Stepinski, S Ghosh, R Vilalta - International Conference on Discovery …, 2006 - Springer
Mars probes send back to Earth enormous amount of data. Automating the analysis of this
data and its interpretation represents a challenging test of significant benefit to the domain of …

Topographically derived maps of valley networks and drainage density in the Mare Tyrrhenum quadrangle on Mars

W Luo, TF Stepinski - Geophysical research letters, 2006 - Wiley Online Library
A novel, automated technique for delineating Martian valley networks from digital terrain
data is applied to the Mare Tyrrhenum quadrangle on Mars, yielding a detailed map for the …

[PDF][PDF] A Machine Learning Approach for Automated Geomorphic Map Generation

S Ghosh - 2006 - Citeseer
Intelligent, automated analysis of data is a critical task in modern data-intensive sciences.
The work presented in this thesis is a contribution to this body of research, focusing on …