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Measuring Power Usage and Sensitivity to Movement for Event-Based Cameras

2020 IEEE SENSORS, 2020
Event-based cameras are emerging as new potential solutions for a variety of sensing applications. However, their capabilities must be better characterized before deploying in real systems. This research presents a new methodology to measure power usage and sensitivity to movement for event- based cameras, demonstrated with the iniVation DAVIS346 ...
Christopher L. Voelkel   +4 more
openaire   +1 more source

AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scene

AAAI Conference on Artificial Intelligence
Compared to frame-based methods, computational neuromorphic imaging using event cameras offers significant advantages, such as minimal motion blur, enhanced temporal resolution, and high dynamic range. The multi-view consistency of Neural Radiance Fields
Chaoran Feng   +6 more
semanticscholar   +1 more source

Stereo Event-Based, 6-DOF Pose Tracking for Uncooperative Spacecraft

IEEE Transactions on Geoscience and Remote Sensing
Pose tracking of uncooperative spacecraft is an essential technology for space exploration and on-orbit servicing, which remains an open problem. Event cameras possess numerous advantages, such as high dynamic range, high temporal resolution, and low ...
Zibin Liu   +5 more
semanticscholar   +1 more source

SpikingViT: A Multiscale Spiking Vision Transformer Model for Event-Based Object Detection

IEEE Transactions on Cognitive and Developmental Systems
Event cameras have unique advantages in object detection, capturing asynchronous events without continuous frames. They excel in dynamic range, low latency, and high-speed motion scenarios, with lower power consumption.
Lixing Yu   +6 more
semanticscholar   +1 more source

Maritime Object Detection with Event-Based Cameras

2022 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 2022
Elan Sharghi   +4 more
openaire   +1 more source

Event-Based Eye Tracking. 2025 Event-Based Vision Workshop

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
This survey serves as a review for the 2025 Event-Based Eye Tracking Challenge organized as part of the 2025 CVPR event-based vision workshop. This challenge focuses on the task of predicting the pupil center by processing event camera recorded eye ...
Qinyu Chen   +31 more
semanticscholar   +1 more source

Event-Based Low-Illumination Image Enhancement

IEEE transactions on multimedia
Event cameras are bio-inspired vision sensors with a high dynamic range (140 dB for event cameras vs. 60 dB for traditional cameras) and can be used to tackle the image degradation problem under extremely low-illumination scenarios, which is still not ...
Yu Jiang   +5 more
semanticscholar   +1 more source

Rethinking Efficient and Effective Point-Based Networks for Event Camera Classification and Regression

IEEE Transactions on Pattern Analysis and Machine Intelligence
Event cameras draw inspiration from biological systems, boasting low latency and high dynamic range while consuming minimal power. The most current approach to processing Event Cloud often involves converting it into frame-based representations, which ...
Hongwei Ren   +9 more
semanticscholar   +1 more source

IMU-Aided Event-based Stereo Visual Odometry

IEEE International Conference on Robotics and Automation
Direct methods for event-based visual odometry solve the mapping and camera pose tracking sub-problems by establishing implicit data association in a way that the generative model of events is exploited.
Junkai Niu, Sheng Zhong, Yi Zhou
semanticscholar   +1 more source

EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting

International Conference on Machine Learning
Event cameras offer promising advantages such as high dynamic range and low latency, making them well-suited for challenging lighting conditions and fast-moving scenarios.
Jiaxu Wang   +5 more
semanticscholar   +1 more source

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