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cs.CV2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
Ce Liu, Suryansh Kumar, Shuhang Gu +2
Neural-network-based single image depth prediction (SIDP) is a challenging task where the goal is to predict the scene's per-pixel depth at test time. Since the problem, by definit…
cs.CV2023★ 18 cited
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
Ce Liu, Suryansh Kumar, Shuhang Gu +2
We introduce VA-DepthNet, a simple, effective, and accurate deep neural network approach for the single-image depth prediction (SIDP) problem. The proposed approach advocates using…