Author

Jason Iaconis

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Preprint Sep 2026

SAR and InSAR Change Detection with Quantum Generative Models

Change detection in synthetic aperture radar (SAR) and interferometric synthetic aperture radar (InSAR) underpins disaster response, infrastructure monitoring and land-use enforcement. Detection is limited by the background estimator, which conventionally forms a conditional expectation directly from observed pixel sta...

Samwel Sekwao, Shaunak De, Alexis Hocken et al. · 0 citations

Preprint Jul 2026

Practical Quantum Topological Data Analysis with Applications to High-Dimensional Feature Extraction and Time Series Analysis

Topological data analysis (TDA) provides a powerful framework for extracting information about the shape of complex, unstructured data, but the classical cost of computing high dimensional topological features limits its application. Quantum algorithms for TDA offer a route around this bottleneck, yet existing approach...

Jason Iaconis, Sayonee Ray, Samwel Sekwao et al. · 0 citations