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Monocular depth estimation

  1. Self-supervised Monocular Depth Estimation: Let's Talk About The Weather. ICCV 2023. paper.project.code
  2. Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network. ICCV 2023. paper. code
  3. GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes. ICCV 2023, paper. code
  4. NDDepth: Normal-Distance Assisted Monocular Depth Estimation. ICCV 2023. paper. code
  5. Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior. ICCV 2023. paper
  6. Learning Depth Estimation for Transparent and Mirror Surfaces. ICCV 2023, paper. web.
  7. Towards Zero-Shot Scale-Aware Monocular Depth Estimation. ICCV 2023. paper. web
  8. Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering. ICCV 2023. paper
  9. GEDepth: Ground Embedding for Monocular Depth Estimation. ICCV 2023. paper
  10. DPS-Net: Deep Polarimetric Stereo Depth Estimation. ICCV 2023. paper
  11. LocalBins: Improving Depth Estimation by Learning Local Distributions. ECCV 2022. paper. code
  12. Towards Comprehensive Representation Enhancement in Semantics-Guided Self-supervised Monocular Depth Estimation. ECCV 2022. paper
  13. Adaptive Co-Teaching for Unsupervised Monocular Depth Estimation. ECCV 2022. paper
  14. Neural Window Fully-connected CRFs for Monocular Depth Estimation. CVPR 2022. paper. web. code
  15. Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data. CVPR 2022. paper
  16. RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes. CVPR 2022. paper. code
  17. Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data. CVPR 2022. paper.
  18. Toward Practical Monocular Indoor Depth Estimation. CVPR 2022. paper.
  19. P3Depth: Monocular Depth Estimation With a Piecewise Planarity Prior. CVPR 2022. paper. code
  20. CroMo: Cross-Modal Learning for Monocular Depth Estimation. CVPR 2022. paper