SiamMCE: An Efficient Siamese Network for Real-Time Object Tracking With Dual-Correlation Strategy and Dynamic Template Updating

SiamMCE: An Efficient Siamese Network for Real-Time Object Tracking With Dual-Correlation Strategy and Dynamic Template Updating

Real-time object tracking in dynamic environments poses significant challenges in balancing computational efficiency with robust performance under complex scenarios such as occlusion and illumination changes. This paper presents SiamMCE (Siamese MobileNet-CE) tracker, an optimized Siamese network va...

Full description

Saved in:
Bibliographic Details
Main Authors: Xin Wang, Dejiang Wang, Mingchao Sun, Hang Ren, Yulian Zhang, Songwei Han, Ligang Liu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Siamese network
MobileNet-CE
object tracking
dual-correlation
template updating
Online Access:https://ieeexplore.ieee.org/document/11079572/
Tags: Add Tag
No Tags, Be the first to tag this record!
Login for hold and recall information

Internet

https://ieeexplore.ieee.org/document/11079572/

Similar Items