scholarly journals Design of airborne target tracking accelerator based on KCF

2019 ◽  
Vol 2019 (23) ◽  
pp. 8966-8971 ◽  
Author(s):  
Haoran Yang ◽  
Jinxiang Yu ◽  
Shaojun Wang ◽  
Xiyuan Peng
Keyword(s):  
Target Tracking ◽  
Airborne Target

scholarly journals Learning to Track Aircraft in Infrared Imagery

2020 ◽  
Vol 12 (23) ◽  
pp. 3995
Author(s):  
Sijie Wu ◽  
Kai Zhang ◽  
Shaoyi Li ◽  
Jie Yan
Keyword(s):  
Target Tracking ◽  
Signal To Noise Ratio ◽  
Feature Learning ◽  
Tracking Algorithm ◽  
Correlation Filters ◽  
Infrared Imagery ◽  
Feature Representations ◽  
Domain Specific ◽  
Tightly Coupled ◽  
Airborne Target

Airborne target tracking in infrared imagery remains a challenging task. The airborne target usually has a low signal-to-noise ratio and shows different visual patterns. The features adopted in the visual tracking algorithm are usually deep features pre-trained on ImageNet, which are not tightly coupled with the current video domain and therefore might not be optimal for infrared target tracking. To this end, we propose a new approach to learn the domain-specific features, which can be adapted to the current video online without pre-training on a large datasets. Considering that only a few samples of the initial frame can be used for online training, general feature representations are encoded to the network for a better initialization. The feature learning module is flexible and can be integrated into tracking frameworks based on correlation filters to improve the baseline method. Experiments on airborne infrared imagery are conducted to demonstrate the effectiveness of our tracking algorithm.

Ground-based Passive Radar and On-board Beacon for Airborne Target Tracking with GPS based Time Synchronization

2021 ◽  
Author(s):  
Udaya Kumar Sahoo ◽  
Shyam Sundar Kundu ◽  
Bijayananda Patnaik ◽  
Srinivasarao Chintagunta
Keyword(s):  
Target Tracking ◽  
Time Synchronization ◽  
Passive Radar ◽  
Airborne Target

Measurement preprocessing for nonlinear target tracking

1993 ◽  
Vol 140 (5) ◽  
pp. 316 ◽  
Author(s):  
T.C. Wang ◽  
P.K. Varshney
Keyword(s):  
Target Tracking
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