Methods › Computer Vision › Stereo Depth Estimation Models › Spatial Propagation
Surface Nomral-based Spatial Propagation
Spatial Propagation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Inspired by the spatial propagation mechanism utilized in the depth completion task \cite{NLSPN}, we introduce a normal incorporated non-local disparity propagation module in which we hub NDP to generate non-local affinities and offsets for spatial propagation at the disparity level. The motivation lies that the sampled pixels for edges and occluded regions are supposed to be selected. The propagation process aggregates disparities via plane affinity relations, which alleviates the phenomenon of disparity blurring at object edges due to frontal parallel windows. And the disparities in occluded areas are also optimized at the same time by being propagated from non-occluded areas where the predicted disparities are with high confidence.
Papers archive 2025-07-28
16 shown of 16, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Spiking Neural Networks for SAR Interferometric Phase Unwrapping: A Theoretical Framework for Energy-Efficient Processing 25 Jun 2025 · 0 repositories · arXiv:2506.20782
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DenseFormer: Learning Dense Depth Map from Sparse Depth and Image via Conditional Diffusion Model 31 Mar 2025 · 0 repositories · arXiv:2503.23993
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Parallel Sequence Modeling via Generalized Spatial Propagation Network 21 Jan 2025 · 0 repositories · arXiv:2501.12381
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Real-Time Localization and Bimodal Point Pattern Analysis of Palms Using UAV Imagery 14 Oct 2024 · 1 repository · arXiv:2410.11124
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Angular Spread Statistics for 6.75 GHz FR1(C) and 16.95 GHz FR3 Mid-Band Frequencies in an Indoor Hotspot Environment 4 Sep 2024 · 0 repositories · arXiv:2409.03013
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On the dynamics of convolutional recurrent neural networks near their critical point 22 May 2024 · 0 repositories · arXiv:2405.13854
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Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement 30 Apr 2024 · 1 repository · arXiv:2404.19294Syntology ran 2 of 2 samples · 0 unverified
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Tri-Perspective View Decomposition for Geometry-Aware Depth Completion 22 Mar 2024 · 0 repositories · arXiv:2403.15008
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Digging Into Normal Incorporated Stereo Matching 28 Feb 2024 · 1 repository · arXiv:2402.18171
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Self-Supervised Depth Completion Guided by 3D Perception and Geometry Consistency 23 Dec 2023 · 0 repositories · arXiv:2312.15263
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MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo 23 Sep 2023 · 1 repository · arXiv:2309.13294
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RigNet++: Semantic Assisted Repetitive Image Guided Network for Depth Completion 1 Sep 2023 · 0 repositories · arXiv:2309.00655
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Revisiting Deformable Convolution for Depth Completion 3 Aug 2023 · 2 repositories · arXiv:2308.01905
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BEV@DC: Bird's-Eye View Assisted Training for Depth Completion 1 Jan 2023 · 0 repositories
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Robust Sum-Rate Maximization in Transmissive RMS Transceiver-Enabled SWIPT Networks 10 Dec 2022 · 0 repositories · arXiv:2212.05288
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GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs 19 Oct 2022 · 1 repository · arXiv:2210.10758
Tasks archive 2025-07-28
18 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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