Occlusion Estimation

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (19 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
  10 Apr 2019 2 repositories listed Syntology ran 0 of 6 samples · 6 unverified
  While leading to more accurate results, the downside of this is an increased number of parameters.
• Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling
  13 Jun 2025 1 repository listed
  Instance segmentation of prohibited items in security X-ray images is a critical yet challenging task.
• Global Occlusion-Aware Transformer for Robust Stereo Matching
  22 Dec 2023 1 repository listed
  Despite the remarkable progress facilitated by learning-based stereo-matching algorithms, the performance in the ill-conditioned regions, such as the occluded regions, remains a bottleneck.
• WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery
  1 Jan 2022 1 repository listed
  Labeled real data of occlusions is scarce (even in large datasets) and synthetic data leaves a domain gap, making it hard to explicitly model and learn occlusions.
• Deep Sketch-guided Cartoon Video Inbetweening
  10 Aug 2020 1 repository listed
  The key idea of the proposed approach is to estimate the dense cross-domain correspondence between the sketch and cartoon video frames, and employ a blending module with occlusion estimation to synthesize the middle…
• Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference & Application
  23 Jul 2020 1 repository listed
  The former provides a way to generate large-scale accurate occlusion datasets while, based on the latter, we propose a novel method for task-independent pixel-level occlusion relationship estimation from single images.
• SENSE: a Shared Encoder Network for Scene-flow Estimation
  27 Oct 2019 1 repository listed
  We introduce a compact network for holistic scene flow estimation, called SENSE, which shares common encoder features among four closely-related tasks: optical flow estimation, disparity estimation from stereo,…

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.