Advanced Mathematical Methods for Processing Large Data Sets
Final rept. 1 Jun 2005-31 Aug 2008
SOUTH CAROLINA UNIV COLUMBIA OFFICE OF SPONSORED PROGRAMS
Pagination or Media Count:
Research on this contract was directed towards areas of mathematics and numerical computation which have applications to imagesignal processing. The research can be broadly classified into the following areas 1 compressed sensing, 2 sparse representation and encoding for digital elevation maps, 3 learning theory, and 4 high dimensional approximation. In addition to solving several fundamental mathematical questions in these areas, this work has developed numerical algorithms and software for encoding digital elevation maps which perform at the highest compression rates. Additionally, ground has been broken on new methods in the emerging field of compressed sensing.
- Numerical Mathematics