EV-FlowNet: Self-supervised optical flow estimation for event-based cameras

AZ Zhu, L Yuan, K Chaney, K Daniilidis - arXiv preprint arXiv:1802.06898, 2018 - arxiv.org
Event-based cameras have shown great promise in a variety of situations where frame
based cameras suffer, such as high speed motions and high dynamic range scenes …

Hots: a hierarchy of event-based time-surfaces for pattern recognition

X Lagorce, G Orchard, F Galluppi… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper describes novel event-based spatio-temporal features called time-surfaces and
how they can be used to create a hierarchical event-based pattern recognition architecture …

Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review

MH Tayarani-Najaran, M Schmuker - Frontiers in Neural Circuits, 2021 - frontiersin.org
The nervous systems converts the physical quantities sensed by its primary receptors into
trains of events that are then processed in the brain. The unmatched efficiency in information …

Development of UAV-based target tracking and recognition systems

S Wang, F Jiang, B Zhang, R Ma… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are advantageous in their high maneuverability for long-
range outdoor target tracking. In this paper, we develop a UAV-based target tracking and …

Spatio-temporal recurrent networks for event-based optical flow estimation

Z Ding, R Zhao, J Zhang, T Gao, R Xiong… - Proceedings of the …, 2022 - ojs.aaai.org
Event camera has offered promising alternative for visual perception, especially in high
speed and high dynamic range scenes. Recently, many deep learning methods have shown …

Real-time face & eye tracking and blink detection using event cameras

C Ryan, B O'Sullivan, A Elrasad, A Cahill, J Lemley… - Neural Networks, 2021 - Elsevier
Event cameras contain emerging, neuromorphic vision sensors that capture local-light​
intensity changes at each pixel, generating a stream of asynchronous events. This way of …

Event-Based Gesture and Facial Expression Recognition: A Comparative Analysis

R Verschae, I Bugueno-Cordova - IEEE Access, 2023 - ieeexplore.ieee.org
Event-based cameras are novel vision sensors that respond to local variations in intensity,
generating asynchronous pixels, referred to as events, with low latency, high temporal …

Pseudo-labels for supervised learning on dynamic vision sensor data, applied to object detection under ego-motion

NFY Chen - Proceedings of the IEEE conference on …, 2018 - openaccess.thecvf.com
In recent years, dynamic vision sensors (DVS), also known as event-based cameras or
neuromorphic sensors, have seen increased use due to various advantages over …

e-TLD: Event-Based Framework for Dynamic Object Tracking

B Ramesh, S Zhang, H Yang, A Ussa… - … on Circuits and …, 2020 - ieeexplore.ieee.org
This paper presents a long-term object tracking framework with a moving event camera
under general tracking conditions. A first of its kind for these revolutionary cameras, the …

[PDF][PDF] Long-term object tracking with a moving event camera.

B Ramesh, S Zhang, ZW Lee, Z Gao, G Orchard… - Bmvc, 2018 - academia.edu
This paper presents a long-term object tracking algorithm for event cameras. A first of its kind
for these revolutionary cameras, the tracking framework uses a discriminative representation …