Long-term tracking with fast scale estimation and efficient re-detection

Long-term tracking with fast scale estimation and efficient re-detection

In long-term tracking applications, occlusion and scale variation are common attributes which cause performance degradation. Existing solutions use heavy calculation to deal with these problems, without considering the real-time implementation. Therefore, the authors propose a novel long-term tracke...

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Bibliographic Details
Main Authors: Zhang Zengshuo, Tang Linbo, Han Yuqi, Nan Jinghong, Zhao Baojun
Format: Article
Language:English
Published: Wiley 2019-09-01
Series:The Journal of Engineering
Subjects:
image sequences
object detection
object tracking
image matching
long-term tracker
performance degradation
long-term tracking applications
fast scale estimation
scale variation
re-detection module
keypoint-matching based confidence indicator
fast translation calculation
correlation filter-based tracker
distance metric method
real-time speed
efficient re-detection scheme
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0236

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0236

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