Revelio: A Real-World Screen-Camera Communication System with Visually Imperceptible Data Embedding
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Abstract (arXiv)
We present `Revelio', a real-world screen-camera communication system leveraging temporal flicker fusion in the OKLAB color space. Using spatially-adaptive flickering and encoding information in pixel region shapes, Revelio achieves visually imperceptible data embedding while remaining robust against noise, asynchronicity, and distortions in screen-camera channels, ensuring reliable decoding by standard smartphone cameras. The decoder, driven by a two-stage neural network, uses a weighted differential accumulator for precise frame detection and symbol recognition. Initial experiments demonstrate Revelio's effectiveness in interactive television, offering an unobtrusive method for meta-information transmission.
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References · 5
- 2015Deep Residual Learning for Image Recognitioncited by 52,096
- 2017Rethinking Atrous Convolution for Semantic Image Segmentationcited by 2,161
- 2019StegaStamp: Invisible Hyperlinks in Physical Photographscited by 265
- 2019SteganoGAN: High Capacity Image Steganography with GANscited by 72
- 2021DeepLight: Robust & Unobtrusive Real-time Screen-Camera Communication for Real-World Displayscited by 1
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