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Quantum Computing for Partition Function Estimation of a Markov Random Field in a Radar Anomaly Detection Problem
Timothe Presles, Cyrille Enderli, Gilles Burel +1
In probability theory, the partition function is a factor used to reduce any probability function to a density function with total probability of one. Among other statistical model…
Synthetic Aperture Radar Image Segmentation with Quantum Annealing
Timothe Presles, Cyrille Enderli, Gilles Burel +1
In image processing, image segmentation is the process of partitioning a digital image into multiple image segment. Among state-of-the-art methods, Markov Random Fields (MRF) can b…
Phase-coded Radar Waveform Design with Quantum Annealing
Timothe Presles, Cyrille Enderli, Gilles Burel +1
The Integrated Side Lobe Ratio (ISLR) problem we consider here consists in finding optimal sequences of phase shifts in order to minimize the mean squared cross-correlation side lo…