Single-model and any-modality for video object tracking

Z Wu, J Zheng, X Ren, FA Vasluianu… - Proceedings of the …, 2024 - openaccess.thecvf.com
In the realm of video object tracking auxiliary modalities such as depth thermal or event data
have emerged as valuable assets to complement the RGB trackers. In practice most existing …

Crsot: Cross-resolution object tracking using unaligned frame and event cameras

Y Zhu, X Wang, C Li, B Jiang, L Zhu, Z Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Existing datasets for RGB-DVS tracking are collected with DVS346 camera and their
resolution ($346\times 260$) is low for practical applications. Actually, only visible cameras …

Long-term Frame-Event Visual Tracking: Benchmark Dataset and Baseline

X Wang, J Huang, S Wang, C Tang, B Jiang… - arXiv preprint arXiv …, 2024 - arxiv.org
Current event-/frame-event based trackers undergo evaluation on short-term tracking
datasets, however, the tracking of real-world scenarios involves long-term tracking, and the …

Adaptive Vision Transformer for Event-Based Human Pose Estimation

N Yu, T Ma, J Zhang, Y Zhang, Q Bao, X Wei… - Proceedings of the 32nd …, 2024 - dl.acm.org
Event-based human pose estimation has gained popularity due to the benefits of high
temporal resolution and high dynamic range offered by event cameras. The inherent spatial …

Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking

P Shao, T Xu, XF Zhu, XJ Wu, J Kittler - Chinese Conference on Pattern …, 2024 - Springer
Event-based bionic camera asynchronously captures dynamic scenes with high temporal
resolution and high dynamic range, offering potential for the integration of events and RGB …

Event-based real-time detection and tracking of UAVs

RF Skogsberg, J Grundmark… - Emerging Imaging and …, 2024 - spiedigitallibrary.org
High-performance visual detection and tracking of small unmanned aerial vehicles (UAVs)
at a distance is crucial for laser-based countermeasures, which require precise and accurate …

Revisiting motion information for RGB-Event tracking with MOT philosophy

T Zhang, K Debattista, Q Zhang, G Ding… - The Thirty-eighth Annual … - openreview.net
RGB-Event single object tracking (SOT) aims to leverage the merits of RGB and event data
to achieve higher performance. However, existing frameworks focus on exploring …