Abstract: Highlights•Our approach achieves continuous depth super-resolution at arbitrary ratios.•Dual-stream encoder with adaptive resize block is proposed.•Our reconstruction layer generates pixel value in a continuous image space.•Results show that our method achieves state-of-the-art depth SR performance.
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