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PDFOpen Access (License Unspecified), Open Access
Thesis
Identification of image transformation models
Master of Science (M.S.), Drexel University
Jun 2001
DOI:
https://doi.org/10.17918/etd-90
Abstract
The selection of the appropriate transformation for aligning two images is anestimation problem: the parameters of the transformation for aligning two imagesare estimated from data such as the location of corresponding points in twoimages. In many cases, however, the appropriate equations for aligning twoimages may not be known: more than one transformation model may be areasonable candidate. Identifying the true transformation is important because it willlead to a more accurate alignment. This research proposes the use of the Jackknife (leave-one-out) method foridentifying the true transformation. The method is tested with computer simulationsof various transformation models and noise levels.
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Details
- Title
- Identification of image transformation models
- Creators
- Tao Wu - DU
- Contributors
- Oleh John Tretiak (Advisor) - Drexel University (1970-)
- Awarding Institution
- Drexel University
- Degree Awarded
- Master of Science (M.S.)
- Publisher
- Drexel University; Philadelphia, Pennsylvania
- Resource Type
- Thesis
- Language
- English
- Academic Unit
- College of Engineering (1970-2026); Electrical (and Computer) Engineering [Historical]; Drexel University
- Other Identifier
- 90; 991014632547704721