RQ-NAC, a residual-quantized image codec with n-gram arithmetic coding, reports 671 times compression over uncompressed dashcam frames at modest reconstruction quality (SSIM 0.74, PSNR 23.6 dB).
100K Vehicle Dashcam Image Dataset,
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Channel-Agnostic Semantic Compression for Bandwidth-Limited Visual Communication
RQ-NAC, a residual-quantized image codec with n-gram arithmetic coding, reports 671 times compression over uncompressed dashcam frames at modest reconstruction quality (SSIM 0.74, PSNR 23.6 dB).