The extraction of a single high-quality image from a set of low-resolution images is an important problem which arises in fields such as remote sensing, surveillance, medical imaging and the extraction of still images from video. Typical approaches are based on the use of cross-correlation to register the images followed by the inversion of the transformation from the unknown high resolution image to the observed low resolution images, using regularization to resolve the ill-posed nature of the inversion process. In this paper we develop a Bayesian treatment of the super-resolution problem in which the likelihood function for the image registration parameters is based on a marginalization over the unknown high-resolution image.
This approach allows us to determine the unknown point spread function, and is rendered tractable through the introduction of a Gaussian process prior over images. Results indicate a significant improvement over techniques based on MAP (maximum a-posteriori) point optimization of the high resolution image.
More about QE SuperResolutionThe program version is 0.1.550 and was updated on 6/07/2005. It's available for users with the operating system Windows 98 and former versions, and it is available in English.Since the program was added to our catalog in 2005, it has managed to obtain 8,107 downloads, and last week it gained 12 downloads.About the download, QE SuperResolution is a relatively light software that does not require as much storage than many programs in the category Video software.
It's very heavily used in many countries such as Taiwan, Province Of China, United States, and Saudi Arabia. QE SuperResolution is a tool for enhancing the quality and resolution of images. It is based upon combining image information from several similar images taken from a movie sequence, or consecutive shots from a still camera. The software automatically extracts the information about a particular region of interest from all images, and uses the information to recreate an image with higher resolution and quality, compared to any individual image of the sequence.This software is currently optimized for video sequences from DV (digital video) camcorders. Material from other video sources can be used as well, however, the quality of the enhanced image may depend on the quality of the source.
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This comprehensive process allows us to set a status for any downloadable file as follows:.CleanIt’s extremely likely that this software program is clean. What does this mean?We have scanned the file and URLs associated with this software program in more than 50 of the world's leading antivirus services; no possible threat has been detected.WarningThis software program is potentially malicious or may contain unwanted bundled software. Why is the software program still available?Based on our scan system, we have determined that these flags are possibly false positives. What is a false positive?It means a benign program is wrongfully flagged as malicious due to an overly broad detection signature or algorithm used in an antivirus program.BlockedIt’s highly probable this software program is malicious or contains unwanted bundled software. Why is this software program no longer available in our Catalog?Based on our scan system, we have determined that these flags are likely to be real positives.We’d like to highlight that from time to time, we may miss a potentially malicious software program.
Super Resolution Stacking Software
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