Research on detection and tracking methods of unmanned ship water targets based on light vision [PDF]
Zhihui kongzhi yu fangzhenThis study explores technical methods based on light vision to address the problem of target detection and tracking by surface unmanned ships in complex environments.
LIU Yibo, QIU Xinyu, WANG Tianhao, GAOYAN Xiusong, WANG Yintao
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Research on deep correlation filter tracking based on channel importance
EURASIP Journal on Advances in Signal Processing, 2022 Correlation filter tracking requires little prior knowledge of the tracking target (e.g., the shape, and the posture) but has a fast-tracking speed. The deep features extracted by the deep convolutional neural network have strong representation ability ...
Guosheng Yang, Chunting Li, Honglin Chen
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Moving Target Detection and Tracking Algorithm Based on Context Information
IEEE Access, 2019 To improve the robustness of target tracking algorithms in a complex environment, this paper proposes the moving target detection and tracking algorithm based on context information and closed-loop learning.
Jing Li, Junzheng Wang, Wenxue Liu
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Variational Bayesian Inference for Multiple Extended Targets or Unresolved Group Targets Tracking
IET Radar, Sonar & NavigationIn this work, we propose a method for tracking multiple extended targets or unresolvable group targets in a clutter environment. First, based on the random matrix model (RMM), each target's joint kinematic–extent state is modelled as a gamma Gaussian ...
Yuanhao Cheng +4 more
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Remote SensingUtilization of ocean resources and defense of national security heavily rely on underwater target tracking technology, which consequently holds significant strategic importance.
Xianghao Hou +3 more
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ASMT: An augmented state-based multi-target tracking algorithm in wireless sensor networks
International Journal of Distributed Sensor Networks, 2017 Due to the resource limitation and low performance of sensor node, research works of multi-target tracking became a hot spot in the applications of wireless sensor networks.
Kejiang Xiao +4 more
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Posture Recognition and Behavior Tracking in Swimming Motion Images under Computer Machine Vision
Complexity, 2021 This study is to explore the gesture recognition and behavior tracking in swimming motion images under computer machine vision and to expand the application of moving target detection and tracking algorithms based on computer machine vision in this field.
Zheng Zhang +4 more
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Multi-target tracking algorithm in intelligent transportation based on wireless sensor network
Open Physics, 2018 The traditional extended Kalman algorithm for multi-target tracking in the field of intelligent transportation does not consider the occlusion problem of the multi-target tracking process, and has the disadvantage of low multi-target tracking accuracy. A
Lei Yang +2 more
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Improved Interacting Multiple Model Particle Filter Algorithm [PDF]
Xibei Gongye Daxue Xuebao, 2018 For the issue of limited filtering accuracy of interactive multiple model particle filter algorithm caused by the resampling particles don't contain the latest observation information, we made improvements on interactive multiple model particle filter ...
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Random matrix extended target tracking for trajectory‐aligned and drifting targets
IET Radar, Sonar & NavigationIn this paper, we propose two random matrix based extended target tracking models, which apply to the trajectory‐aligned and drifting target motions. The trajectory‐aligned model is specifically designed to handle targets moving along the direction of ...
Kurtuluş Kerem Şahin +2 more
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