Intrinsic phase-preserving networks for depth super resolution

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CDF-DSR: Learning continuous depth field for self-supervised RGB-guided depth map super resolution

S Zhang, J Dong, Y Ma, H Cai, M Wang, Y Li… - Information …, 2025 - Elsevier
RGB-guided depth map super-resolution (GDSR) is a pivotal multimodal fusion task aimed
at enhancing low-resolution (LR) depth maps using corresponding high-resolution (HR) …
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MSSIDD: A Benchmark for Multi-Sensor Denoising

S Mei, H Wang, B Ni - arxiv preprint arxiv:2411.11562, 2024 - arxiv.org
The cameras equipped on mobile terminals employ different sensors in different photograph
modes, and the transferability of raw domain denoising models between these sensors is …
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Degradation Oriented and Regularized Network for Blind Depth Super-Resolution

Z Wang, Z Yan, J Pan, G Gao, K Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent RGB-guided depth super-resolution methods have achieved impressive
performance under the assumption of fixed and known degradation (eg, bicubic …
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