Visevent: Reliable object tracking via collaboration of frame and event flows

X Wang, J Li, L Zhu, Z Zhang, Z Chen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Different from visible cameras which record intensity images frame by frame, the biologically
inspired event camera produces a stream of asynchronous and sparse events with much …

Event stream-based visual object tracking: A high-resolution benchmark dataset and a novel baseline

X Wang, S Wang, C Tang, L Zhu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Tracking with bio-inspired event cameras has garnered increasing interest in recent years.
Existing works either utilize aligned RGB and event data for accurate tracking or directly …

Complementing event streams and rgb frames for hand mesh reconstruction

J Jiang, X Zhou, B Wang, X Deng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Reliable hand mesh reconstruction (HMR) from commonly-used color and depth sensors is
challenging especially under scenarios with varied illuminations and fast motions. Event …

TUMTraf event: Calibration and fusion resulting in a dataset for roadside event-based and RGB cameras

C Creß, W Zimmer, N Purschke… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Event-based cameras are predestined for Intelligent Transportation Systems (ITS). They
provide very high temporal resolution and dynamic range, which can eliminate motion blur …

Distractor-aware event-based tracking

Y Fu, M Li, W Liu, Y Wang, J Zhang… - … on Image Processing, 2023 - ieeexplore.ieee.org
Event cameras, or dynamic vision sensors, have recently achieved success from
fundamental vision tasks to high-level vision researches. Due to its ability to asynchronously …

Chasing day and night: Towards robust and efficient all-day object detection guided by an event camera

J Cao, X Zheng, Y Lyu, J Wang, R Xu… - … on Robotics and …, 2024 - ieeexplore.ieee.org
The ability to detect objects in all lighting (ie, normal-, over-, and under-exposed) conditions
is crucial for real-world applications, such as self-driving. Traditional RGB-based detectors …

Towards Robust Keypoint Detection and Tracking: A Fusion Approach with Event-Aligned Image Features

X Wang, H Yu, L Yu, W Yang… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Robust keypoint detection and tracking are crucial for various robotic tasks. However,
conventional cameras struggle under rapid motion and lighting changes, hindering local …

Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation

Y Jeong, H Cho, KJ Yoon - European Conference on Computer Vision, 2025 - Springer
Event cameras with high dynamic range ensure scene capture even in low-light conditions.
However, night events exhibit patterns different from those captured during the day. This …

Enhancing SNN-based spatio-temporal learning: A benchmark dataset and Cross-Modality Attention model

S Zhou, B Yang, M Yuan, R Jiang, R Yan, G Pan… - Neural Networks, 2024 - Elsevier
Abstract Spiking Neural Networks (SNNs), renowned for their low power consumption, brain-
inspired architecture, and spatio-temporal representation capabilities, have garnered …

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 …