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Ivan Rubin

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Open access 2026

Burst Super-Resolution for Intraoperative Image Analysis Without High-Resolution Ground Truth

Intraoperative imaging, despite advances in high-resolution sensors, often suffers from effective resolution loss due to motion blur, suboptimal illumination, acquisition distance, and real-time compression, reducing image clarity and limiting reliable computer-aided analysis during minimally invasive surgery (MIS). Su...

Ivan Rubin, M. Volynsky, V. Kashchenko et al. · 0 citations
Open access 2026

Joint Cloud-Resilient Super-Resolution and Restoration Using AlphaEarth Foundation Embeddings

This study investigates whether geospatial priors derived from AlphaEarth Foundation model embeddings can simultaneously enhance SR reconstruction and facilitate cloud-affected region recovery and shows that AEF conditioning provides an implicit cloud-inpainting effect within the MISR framework, enabling simultaneous s...

E. Burnaev, S. Illarionova, Usman Tasuev et al. · 0 citations

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