Occlusion Handling

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

5 datasets 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

25 shown of 25 papers with code (93 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.

• What Matters in Unsupervised Optical Flow
  8 Jun 2020 5 repositories listed Syntology ran 1 of 17 samples · 16 unverified
  We systematically compare and analyze a set of key components in unsupervised optical flow to identify which photometric loss, occlusion handling, and smoothness regularization is most effective.
• Track Initialization and Re-Identification for~3D Multi-View Multi-Object Tracking
  28 May 2024 3 repositories listed
  Specifically, we exploit the 2D detections and extracted features from multiple cameras to provide a better approximation of the multi-object filtering density to realize the track initiation/termination and…
• Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets
  11 Jul 2024 2 repositories listed
  In occlusion handling, the filter's efficacy is dictated by trade-offs between the sophistication of the occlusion model and computational demand.
• AeroRIT: A New Scene for Hyperspectral Image Analysis
  17 Dec 2019 2 repositories listed
  We investigate applying convolutional neural network (CNN) architecture to facilitate aerial hyperspectral scene understanding and present a new hyperspectral dataset-AeroRIT-that is large enough for CNN training.
• GeoDrive: 3D Geometry-Informed Driving World Model with Precise Action Control
  28 May 2025 1 repository listed
  To enable dynamic modeling, we propose a dynamic editing module during training to enhance the renderings by editing the positions of the vehicles.
• VTBench: Comprehensive Benchmark Suite Towards Real-World Virtual Try-on Models
  26 May 2025 1 repository listed
  While virtual try-on has achieved significant progress, evaluating these models towards real-world scenarios remains a challenge.
• MASSeg : 2nd Technical Report for 4th PVUW MOSE Track
  14 Apr 2025 1 repository listed
  Complex video object segmentation continues to face significant challenges in small object recognition, occlusion handling, and dynamic scene modeling.
• 8-Calves Image dataset
  17 Mar 2025 1 repository listed
  For cow detection, we fine-tuned 28 models (25 YOLO variants, 3 transformers) on 600 frames, testing on the full video.
• EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf Region
  26 Feb 2025 1 repository listed
  This paper introduces the Emirates Multi-Task (EMT) dataset - the first publicly available dataset for autonomous driving collected in the Arab Gulf region.
• OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions
  24 Nov 2024 1 repository listed
  We anticipate that the challenges posed by OccludeNet will stimulate further exploration of causal relations in occlusion scenarios and encourage a reevaluation of class correlations, ultimately promoting sustainable…
• CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation
  1 Jun 2024 1 repository listed
  We validate our novel approach using the MP-100 benchmark, a comprehensive dataset spanning over 100 categories and 18, 000 images.
• BoPR: Body-aware Part Regressor for Human Shape and Pose Estimation
  21 Mar 2023 1 repository listed
  This paper presents a novel approach for estimating human body shape and pose from monocular images that effectively addresses the challenges of occlusions and depth ambiguity.
• Transformer-based assignment decision network for multiple object tracking
  6 Aug 2022 1 repository listed
  Data association is a crucial component for any multiple object tracking (MOT) method that follows the tracking-by-detection paradigm.
• Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation
  15 Jun 2022 1 repository listed
  Object detection and semantic segmentation with the 3D lidar point cloud data require expensive annotation.
• Quantification of Occlusion Handling Capability of a 3D Human Pose Estimation Framework
  8 Mar 2022 1 repository listed
  Our experiments demonstrate the effectiveness of the proposed framework for handling the missing joints as well as quantification of the occlusion handling capability of the deep neural networks.
• 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.
• Level Set Binocular Stereo with Occlusions
  8 Sep 2021 1 repository listed
  Localizing stereo boundaries and predicting nearby disparities are difficult because stereo boundaries induce occluded regions where matching cues are absent.
• TSDF++: A Multi-Object Formulation for Dynamic Object Tracking and Reconstruction
  16 May 2021 1 repository listed
  The ability to simultaneously track and reconstruct multiple objects moving in the scene is of the utmost importance for robotic tasks such as autonomous navigation and interaction.
• Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers
  23 Mar 2021 1 repository listed Syntology ran 7 of 12 samples · 5 unverified
  Segmenting highly-overlapping objects is challenging, because typically no distinction is made between real object contours and occlusion boundaries.
• Simple online and real-time tracking with occlusion handling
  6 Mar 2021 1 repository listed
  In contrast, there are algorithms that only use motion cues to increase speed, especially for online applications.
• Symmetric Parallax Attention for Stereo Image Super-Resolution
  7 Nov 2020 1 repository listed
  Although recent years have witnessed the great advances in stereo image super-resolution (SR), the beneficial information provided by binocular systems has not been fully used.
• Level Set Stereo for Cooperative Grouping with Occlusion
  29 Jun 2020 1 repository listed
  We introduce an energy and level-set optimizer that improves boundaries by encoding the essential geometry of occlusions: The spatial extent of an occlusion must equal the amplitude of the disparity jump that causes it.
• Vid2Curve: Simultaneous Camera Motion Estimation and Thin Structure Reconstruction from an RGB Video
  7 May 2020 1 repository listed
  We propose the first approach that simultaneously estimates camera motion and reconstructs the geometry of complex 3D thin structures in high quality from a color video captured by a handheld camera.
• How to track your dragon: A Multi-Attentional Framework for real-time RGB-D 6-DOF Object Pose Tracking
  21 Apr 2020 1 repository listed
  We present a novel multi-attentional convolutional architecture to tackle the problem of real-time RGB-D 6D object pose tracking of single, known objects.
• EM-Fusion: Dynamic Object-Level SLAM with Probabilistic Data Association
  26 Apr 2019 1 repository listed
  The majority of approaches for acquiring dense 3D environment maps with RGB-D cameras assumes static environments or rejects moving objects as outliers.

Syntology lines on 2 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.