Event-based Motion Estimation

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

2 datasets 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

6 shown of 6 papers with code (7 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.

• Event-Based Visual Odometry on Non-Holonomic Ground Vehicles
  17 Jan 2024 1 repository listed
  Despite the promise of superior performance under challenging conditions, event-based motion estimation remains a hard problem owing to the difficulty of extracting and tracking stable features from event streams.
• Progressive Spatio-Temporal Alignment for Efficient Event-Based Motion Estimation
  1 Jan 2023 1 repository listed
  In addition, a dynamic batch size strategy is applied to adaptively adjust the batch size so that all events in the batch are consistent with the current motion model.
• A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework
  14 Dec 2022 1 repository listed
  We hope our work opens the door for future applications that unlocks the advantages of event cameras.
• Event Collapse in Contrast Maximization Frameworks
  8 Jul 2022 1 repository listed
  Contrast maximization (CMax) is a framework that provides state-of-the-art results on several event-based computer vision tasks, such as ego-motion or optical flow estimation.
• Globally Optimal Contrast Maximisation for Event-based Motion Estimation
  25 Feb 2020 1 repository listed
  To alleviate this weakness, we propose a new globally optimal event-based motion estimation algorithm.
• Event-based Star Tracking via Multiresolution Progressive Hough Transforms
  19 Jun 2019 1 repository listed
  A recent alternative is to use event sensors, which could enable more energy efficient and faster star trackers.