Real-Time Visual Tracking

Benchmarks archive 2025-07-28

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Libraries

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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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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (22 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.

• Deeper and Wider Siamese Networks for Real-Time Visual Tracking
  7 Jan 2019 5 repositories listed Syntology ran 3 of 3 samples · 0 unverified
  Siamese networks have drawn great attention in visual tracking because of their balanced accuracy and speed.
• Fast Online Object Tracking and Segmentation: A Unifying Approach
  12 Dec 2018 3 repositories listed Syntology ran 1 of 10 samples · 9 unverified
  In this paper we illustrate how to perform both visual object tracking and semi-supervised video object segmentation, in real-time, with a single simple approach.
• Visual Pursuit Control based on Gaussian Processes with Switched Motion Trajectories
  18 Aug 2022 2 repositories listed
  This paper considers a scenario of pursuing a moving target that may switch behaviors due to external factors in a dynamic environment by motion estimation using visual sensors.
• SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real World
  25 Oct 2021 2 repositories listed
  Finally, we use a pre-rendered sparse viewpoint model to create a joint posterior probability for the object pose.
• Fully Convolutional Online Tracking
  15 Apr 2020 2 repositories listed
  To tackle this issue, we present the fully convolutional online tracking framework, coined as FCOT, and focus on enabling online learning for both classification and regression branches by using a target filter based…
• BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models
  1 Aug 2021 1 repository listed
  Most prior efforts, however, often assume that the target object's CAD model, at least at a category-level, is available for offline training or during online template matching.
• DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression
  10 Aug 2020 1 repository listed
  By repressing the response of distractors in the regressor learning, we can dynamically and adaptively alter our regression target to leverage the tracking robustness as well as adaptivity.
• Real Time Visual Tracking using Spatial-Aware Temporal Aggregation Network
  2 Aug 2019 1 repository listed
  Our tracker achieves leading performance in OTB2013, OTB2015, VOT2015, VOT2016 and LaSOT, and operates at a real-time speed of 26 FPS, which indicates our method is effective and practical.
• Real-time visual tracking by deep reinforced decision making
  21 Feb 2017 1 repository listed
  In this paper, we introduce a novel real-time visual tracking algorithm based on a template selection strategy constructed by deep reinforcement learning methods.
• ReconNet: Non-Iterative Reconstruction of Images from Compressively Sensed Random Measurements
  26 Jan 2016 1 repository listed
  The intermediate reconstruction is fed into an off-the-shelf denoiser to obtain the final reconstructed image.

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.