Enhancing Embedded Object Tracking: A Hardware Acceleration Approach for Real-Time Predictability

Enhancing Embedded Object Tracking: A Hardware Acceleration Approach for Real-Time Predictability

While Siamese object tracking has witnessed significant advancements, its hard real-time behaviour on embedded devices remains inadequately addressed. In many application cases, an embedded implementation should not only have a minimal execution latency, but this latency should ideally also have zer...

Full description

Bibliographic Details
Main Authors: Mingyang Zhang, Kristof Van Beeck, Toon Goedemé
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Journal of Imaging
Subjects:
deep learning
object tracking
siamese network
FPGA
real-time system predictability
hardware acceleration
Online Access:https://www.mdpi.com/2313-433X/10/3/70

Internet

https://www.mdpi.com/2313-433X/10/3/70

Similar Items