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Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond

arXiv — cs.CV•Tuesday, November 4, 2025 at 5:00:00 AM
PositiveArtificial Intelligence
Researchers have introduced a groundbreaking framework called Learnable Fractional Reaction-Diffusion Dynamics (LFRD2) to enhance under-display Time-of-Flight (ToF) imaging. This innovation addresses the challenges posed by transparent OLED layers, which often degrade depth sensing quality due to issues like signal attenuation and multi-path interference. By improving the accuracy of depth sensing, LFRD2 could significantly impact various applications, from augmented reality to advanced imaging technologies, making it a noteworthy advancement in the field.
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