Paper
20 May 2013 Difference modeling enhancement of topographic super-resolution
Author Affiliations +
Abstract
Super resolution techniques have been previously used enhance topographic data directly (instead of via enhancement of imagery). However, system performance degrades as the pattern database’s size increases. To keep system performance at an acceptable level, a smaller-than-optimal database must be utilized. This results in error being introduced due to differences in feature and average region height between the training and presented data. With the proposed approach, an area-average height value (AAHV) is computed. The work presented compares the averageheight- and-difference-pattern-based topographic approach to the previous actual-height-based version. The utility of incorporating an area of pattern overlap is also considered.
© (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Jeremy Straub "Difference modeling enhancement of topographic super-resolution", Proc. SPIE 8731, Laser Radar Technology and Applications XVIII, 87310R (20 May 2013); https://doi.org/10.1117/12.2014373
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CITATIONS
Cited by 2 scholarly publications.
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KEYWORDS
Databases

Super resolution

Image resolution

Image enhancement

Image quality

Data conversion

Data modeling

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