dc.contributor.advisor | Palaniappan, K. (Kannappan) | eng |
dc.contributor.author | Riehle, Thomas J. | eng |
dc.date.issued | 2006 | eng |
dc.date.submitted | 2006 Spring | eng |
dc.description | The entire dissertation/thesis text is included in the research.pdf file; the official abstract appears in the short.pdf file (which also appears in the research.pdf); a non-technical general description, or public abstract, appears in the public.pdf file. | eng |
dc.description | Title from title screen of research.pdf file viewed on (February 23, 2007) | eng |
dc.description | Includes bibliographical references. | eng |
dc.description | Thesis (M.S.) University of Missouri-Columbia 2006. | eng |
dc.description | Dissertations, Academic -- University of Missouri--Columbia -- Computer science. | eng |
dc.description.abstract | A novel algorithm for image interpolation, referred to as adaptive bilateral extensor interpolation, is proposed in this thesis. It combines useful features of an extensor based algorithm, utilizing a non-linear mapping between Euclidean distances and pixel intensities for interpolation. An adaptive robust structure tensor is employed to obtain the existence and orientation of edge boundaries. In addition, an edge-preserving bilateral filter consisting of spatial and intensity components is used to preventing interpolation across edge boundaries. Results show the adaptive bilateral extensor to be qualitatively and quantitatively superior to current state-of-the-art interpolation algorithms. The adaptive bilateral extensor is particularly advantageous since it is able to super sample an image without producing aliasing or artifacts in the interpolated result. The proposed algorithm is also applied to pan-sharpen remote sensing images. | eng |
dc.identifier.merlin | b57891679 | eng |
dc.identifier.oclc | 84904909 | eng |
dc.identifier.uri | https://hdl.handle.net/10355/4555 | |
dc.identifier.uri | https://doi.org/10.32469/10355/4555 | eng |
dc.language | English | eng |
dc.publisher | University of Missouri--Columbia | eng |
dc.relation.ispartofcommunity | University of Missouri--Columbia. Graduate School. Theses and Dissertations | eng |
dc.subject.lcsh | Image processing -- Digital techniques | eng |
dc.subject.lcsh | Interpolation | eng |
dc.title | Adaptive bilateral extensor for image interpolation | eng |
dc.type | Thesis | eng |
thesis.degree.discipline | Computer science (MU) | eng |
thesis.degree.grantor | University of Missouri--Columbia | eng |
thesis.degree.level | Masters | eng |
thesis.degree.name | M.S. | eng |