Author

Kebin Contreras

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Preprint Oct 2026

A Gradient-Regularized Deep Learning Method for Restoring Image in Myopic Vision

Myopic vision degrades the quality of human vision due to spherical eye defocus aberrations that impair the perception of fine spatial details. To address this limitation, this work proposes a deep learning-based approach to computationally design transformed images that allow individuals with myopia in fixed distance...

Kebin Contreras, Luis Toscano-Palomino, Rafael Torres et al. · 0 citations

Jul 2026

Time-Reversed Imaging: A Multimodal Benchmark and Framework for Reconstructing Past Human-Environment Interactions

This work defines the first computational and experimental foundation for time-reversed imaging, bridging vision, physics, and generative reasoning, and opening new directions for scene understanding beyond instantaneous observation.

Jorge Bacca, Kebin Contreras, Luis Toscano-Palomino et al. · arXiv.org · 0 citations