A survey of spiking neural network accelerator on FPGA

M Isik - arXiv preprint arXiv:2307.03910, 2023 - arxiv.org
Due to the ability to implement customized topology, FPGA is increasingly used to deploy
SNNs in both embedded and high-performance applications. In this paper, we survey state …

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 …

Trackez: an iot-based 3d-object tracking from 2d pixel matrix using mez and fsl algorithm

N Faruqui, MA Kabir, MA Yousuf… - IEEE …, 2023 - ieeexplore.ieee.org
The imaging devices sense light reflected from objects and reconstruct images using the 2D-
sensor matrix. It is a 2D Cartesian coordinate system where the depth dimension is absent …

FlyCount: High-speed counting of black soldier flies using neuromorphic sensors

A James, A Seth, A Marcireau… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Black soldier fly larvae (BSFL) play a vital role in waste management by efficiently
converting organic waste into protein-rich feed, thereby reducing environmental impact and …

EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting

B Liao, W Zhai, Z Wan, T Zhang, Y Cao… - arXiv preprint arXiv …, 2024 - arxiv.org
Scene reconstruction from casually captured videos has wide applications in real-world
scenarios. With recent advancements in differentiable rendering techniques, several …

Event-based vision on FPGAS-A survey

T Kryjak - 2024 27th Euromicro Conference on Digital System …, 2024 - ieeexplore.ieee.org
In recent years there has been a growing interest in event cameras, ie vision sensors that
record changes in illumination independently for each pixel. This type of operation ensures …

REMOT: A hardware-software architecture for attention-guided multi-object tracking with dynamic vision sensors on FPGAs

Y Gao, S Wang, HKH So - Proceedings of the 2022 ACM/SIGDA …, 2022 - dl.acm.org
In contrast to conventional vision sensors that produce images of the entire field-of-view at a
fixed frame rate, dynamic vision sensors (DVS) are neuromorphic devices that only produce …

Low-Power Traffic Surveillance using Multiple RGB and Event Cameras: A Survey

T Fleck, S Pavlitska, S Nitzsche… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Smart city intersections may support connected automated vehicles in the future and are the
core of intelligent traffic management and control. In this work, we consider the traffic …

A Reconfigurable Architecture for Real-time Event-based Multi-Object Tracking

Y Gao, S Wang, HKH So - ACM Transactions on Reconfigurable …, 2023 - dl.acm.org
Although advances in event-based machine vision algorithms have demonstrated
unparalleled capabilities in performing some of the most demanding tasks, their …

HAST: A Hardware-Efficient Spatio-Temporal Correlation Near-Sensor Noise Filter for Dynamic Vision Sensors

PK Gopalakrishnan, CH Chang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The Dynamic Vision Sensor (DVS) is a bio-inspired image sensor which has many
advantages such as high dynamic range, high bandwidth, high temporal resolution and low …