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Distributed Multi-Target Tracking in Camera Networks [PDF]
2021 IEEE International Conference on Robotics and Automation (ICRA), 2021 Most recent works on multi-target tracking with multiple cameras focus on centralized systems. In contrast, this paper presents a multi-target tracking approach implemented in a distributed camera network. The advantages of distributed systems lie in lighter communication management, greater robustness to failures and local decision making.
Sara Casao +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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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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Adaptive earth movers distance‐based Bayesian multi‐target tracking
IET Computer Vision, 2013 This study describes a complete system for multiple‐target tracking in image sequences. The target appearance is represented as a set of weighted clusters in colour space.
Pankaj Kumar, Anthony Dick
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Research on the Cooperative Target State Estimation and Tracking Optimization Method of Multi-UUV
Sensors, 2023 This work studied two sub-problems of the cooperative state estimation and cooperative optimization of tracking paths in multiple unmanned underwater vehicle (multi-UUV) cooperative target tracking.
Tao Chen, Qi Qi
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Dense Target Tracking Algorithm Based on Hierarchical and Gradual Update of Labels with Micro-Motion Characteristics [PDF]
Jisuanji gongchengAiming at the problem of tracking dense target groups, especially multi-targets with micro-motion characteristics, this study proposes a dense target tracking algorithm based on label hierarchical gradual updating with micro-motion characteristics.
CHEN Zhichao, XU Zhenyu, HAO Jinlong, LI Dongying, YU Wenxian
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An Improved End-to-End Multi-Target Tracking Method Based on Transformer Self-Attention
Remote Sensing, 2022 Current multi-target multi-camera tracking algorithms demand increased requirements for re-identification accuracy and tracking reliability. This study proposed an improved end-to-end multi-target tracking algorithm that adapts to multi-view multi-scale ...
Yong Hong +5 more
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Leida xuebao, 2023 The joint optimization problem of transmit power and dwell time of radar for asynchronous multi-target tracking in heterogeneous multiple radar networks with imperfect detection is investigated.
Chenguang SHI +3 more
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Learning Optimal Parameters For Multi-target Tracking [PDF]
Procedings of the British Machine Vision Conference 2015, 2015 We describe an end-to-end framework for learning parameters of min-cost flow multitarget tracking problem with quadratic trajectory interactions including suppression of overlapping tracks and contextual cues about co-occurrence of different objects.
Shaofei Wang, Charless C. Fowlkes
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On Collaboration in a Distributed Multi-Target Tracking Framework
2007 IEEE International Conference on Communications, 2007 A fully-distributed collaborative multi-target tracking framework that eliminates the need for a central data associaton or a central coordinating node for wireless sensor networks is defined. Details of the distributed data association architecture, which is more feasible than the ones relying on a coordinating entity, is described.
Tolga Onel, Cem Ersoy, Hakan Deliç
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