Publication | Closed Access
Enhanced image capture through fusion
825
Citations
4
References
2002
Year
Unknown Venue
Machine VisionImage AnalysisMedical ImagingImage FusionEngineeringFusion AlgorithmMultimodal Sensor FusionMulti-focus Image FusionMulti-image FusionComputational ImagingComputational PhotographyImage EnhancementSignal ProcessingPyramid ApproachEnhanced Image CaptureComputer Vision
The authors present an extension to the pyramid approach to image fusion. The modifications address problems that were encountered with past implementations of pyramid-based fusion. In particular, the modifications provide greater shift invariance and immunity to video noise, and provide at least a partial solution to the problem of combining components that have roughly equal salience but opposite contrasts. The fusion algorithm was found to perform well for a range of tasks without requiring adjustment of the algorithm parameters. Results were remarkably insensitive to changes in these parameters, suggesting that the procedure is both robust and generic. A composite imaging technique is outlined that may provide a powerful tool for image capture. By fusing a set of images obtained under restricted, narrowband, imaging conditions, it is often possible to construct an image that has enhanced information content when compared to a single image obtained directly with a broadband sensor.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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