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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Junya Hara

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Preprint Sep 2026

Ternary Visible Light Communication Using Event-Based Vision Sensors

This paper proposes a ternary visible light communication method using an event-based vision sensor (EVS) and a liquid crystal display (LCD). The throughput of optical camera communication (OCC) is limited by the frame rates of conventional frame-based cameras, and EVSs are expected to overcome this limitation because...

Sotaro Kuremoto, Junya Hara, Hiroshi Higashi et al. · 0 citations
Conference Open access Jul 2026

WREN: Low Light Image Enhancement Using Retinex theory-based Double U-Net-like Structures

WREN is an LLIE neural network with double U-Net-like structures trained end-to-end with a scale-invariant loss function, which gives robustness against the illumination scaling, and achieves the state-of-the-art performance across multiple datasets.

Reina Kaneko, Junya Hara, Hiroshi Higashi et al. · 0 citations

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