CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras

S Shah, MA Chan, H Cai, J Chen… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Point-spread-function (PSF) engineering is a well-established computational
imaging technique that uses phase masks and other optical elements to embed extra …

Tapir: Tracking any point with per-frame initialization and temporal refinement

C Doersch, Y Yang, M Vecerik… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a novel model for Tracking Any Point (TAP) that effectively tracks any queried
point on any physical surface throughout a video sequence. Our approach employs two …

Cross-modal semi-dense 6-dof tracking of an event camera in challenging conditions

YF Zuo, W Xu, X Wang, Y Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vision-based localization is a cost-effective and, thus, attractive solution for many intelligent
mobile platforms. However, its accuracy and especially robustness still suffer from low …

3D Feature Tracking via Event Camera

S Li, Z Zhou, Z Xue, Y Li, S Du… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
This paper presents the first 3D feature tracking method with the corresponding dataset. Our
proposed method takes event streams from stereo event cameras as input to predict 3D …

Tracking 6-dof object motion from events and frames

H Li, J Stueckler - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Event cameras are promising devices for low latency tracking and high-dynamic range
imaging. In this paper, we propose a novel approach for 6 degree-of-freedom (6-DoF) object …

Tracking emerges by looking around static scenes, with neural 3d mapping

AW Harley, SK Lakshmikanth, P Schydlo… - Computer Vision–ECCV …, 2020 - Springer
We hypothesize that an agent that can look around in static scenes can learn rich visual
representations applicable to 3D object tracking in complex dynamic scenes. We are …

Comparing representations in tracking for event camera-based slam

J Jiao, H Huang, L Li, Z He, Y Zhu… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper investigates two typical image-type representations for event camera-based
tracking: time surface (TS) and event map (EM). Based on the original TS-based tracker, we …

SpatialTracker: Tracking Any 2D Pixels in 3D Space

Y Xiao, Q Wang, S Zhang, N Xue… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recovering dense and long-range pixel motion in videos is a challenging problem. Part of
the difficulty arises from the 3D-to-2D projection process leading to occlusions and …

Joint spatial-temporal optimization for stereo 3D object tracking

P Li, J Shi, S Shen - … of the IEEE/CVF Conference on …, 2020 - openaccess.thecvf.com
Directly learning multiple 3D objects motion from sequential images is difficult, while the
geometric bundle adjustment lacks the ability to localize the invisible object centroid. To …

Differentiable event stream simulator for non-rigid 3d tracking

J Nehvi, V Golyanik, F Mueller… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper introduces the first differentiable simulator of event streams, ie, streams of
asynchronous brightness change signals recorded by event cameras. Our differentiable …