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ed.ac.uk
Topic 46: Cramer-Rao Lower Bound (PETARS, Chapter 6)
In this video, the question of finding the lower bound on the performance of all estimators for a particular probabilistic problem, as a benchmark with which to compare the performance of a given estimator. The Cramer-Rao lower bound (CRLB) is introduced in this video for this benchmark, for the class of unbiased estimators. The Fisher ...
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Topic 47: Cramer-Rao Lower Bound for Parameter Vectors (PETARS, Chapter 6)
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📷 How much distance detail can a 2D image really capture? The Cramer-Rao lower bound – a theoretical limit on how precisely we can measure distances in images – tells us that today’s cameras operate at only 1% of their potential. Lens flaws, sensor imperfections, and environmental obstacles keep us far from reaching it. These limitations add up to create a DARPA-hard problem, which we’re looking to solve in the Computational Imaging Detection and Ranging (CIDAR) Challenge. If solving big proble
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