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This open source code is the implementation of the framework presented in the following paper: A Generic Framework for Assessing the Performance Bounds of Image Feature Detectors Shoaib Ehsan, Adrian F. Clark, Ales Leonardis, Naveed ur Rehman, Ahmad Khaliq, Maria Fasli and Klaus D. McDonald-Maier This paper is currently under review in Remote Sensing Journal and is also freely available to download from the following link: https://arxiv.org/abs/1605.05791