CVTrack: Combined Convolutional Neural Network and Vision Transformer Fusion Model for Visual Tracking

CVTrack: Combined Convolutional Neural Network and Vision Transformer Fusion Model for Visual Tracking

Most single-object trackers currently employ either a convolutional neural network (CNN) or a vision transformer as the backbone for object tracking. In CNNs, convolutional operations excel at extracting local features but struggle to capture global representations. On the other hand, vision transfo...

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Bibliographic Details
Main Authors: Jian Wang, Yueming Song, Ce Song, Haonan Tian, Shuai Zhang, Jinghui Sun
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
single-object tracking
vision transformer
Siamese network
feature fusion
Online Access:https://www.mdpi.com/1424-8220/24/1/274

Internet

https://www.mdpi.com/1424-8220/24/1/274

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