Geometric, Algebraic and Topological Structure for Signal and Image Processing
Abstract
Military information collected from streaming video of real-time unmanned aerial reconnaissance, battlefield operations or from multi-spectral satellite imagery, for example, requires intelligent processing by analysts to reduce response time and increase accuracy of interpretation. This research concerns the understanding of, i.e., modeling and classifying of, information in data. Of primary focus has been development of new algorithms for processing large data sets. In particular the proposed techniques emphasize exploiting all available data rather than reducing the data before processing. We have made fundamental progress in the classification problem via encoding sets of images as points on parameter spaces as well as in the model fitting problem using radial basis functions that represent geometry in data.
Document Details
- Document Type
- Technical Report
- Publication Date
- Dec 19, 2007
- Accession Number
- ADA477141
Entities
People
- Michael Kirby
Organizations
- Colorado State University