Search Results - standard multitarget data association algorithms

Extended smoothing joint data association for multi-target tracking in cluttered environments by Memon, Sufyan Ali, Kim, Myunggun, Shin, Minho, Daudpoto, Jawaid, Pathan, Dur Muhammad, Son, Hungsun

“… In particular, for tracking multiple targets, standard multi-target data association algorithms such as joint integrated probabilistic data association (JIPDA…”
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Multipath-Assisted Multitarget Tracking With Better Track Formation by Balachandran, Aranee, Acharya, Aalok, Chomal, Sunil, Tharmarasa, Ratnasingham

“…This article analyzes the utilization of multipath measurements in multitarget tracking to achieve better track formation in the presence of false alarms, missed detections, and a known reflection…”
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Effective Passive Multitarget Localization Using Maximum Likelihood by Munir, Yasir, Aftab, Muhammad Umar, Shehzad, Danish, Aseere, Ali M., Shah, Habib

“… The measurement grids of the sensors are used to perform data association. The simulation results show that the proposed algorithm outperforms the multipass grid search…”
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A Priority Data Association Policy for Multitarget Tracking on Intelligent Vehicle Risk Assessment by Zeng, Dequan, Xiong, Lu, Yu, Zhuoping, Chen, Qiping, Fu, Zhiqiang, Li, Zhuoren, Zhang, Peizhi, Xu, Puhang, Qian, Zixuan, Xiao, Hongyu, Fang, Peiyuan, Li, Zhiqiang, Leng, Bo

“… of multiple vehicle targets. Therefore, this paper proposes a multitarget tracking method in line with the priority data association rule…”
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Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm by Soldi, Giovanni, Gaglione, Domenico, Meyer, Florian, Hlawatsch, Franz, Braca, Paolo, Farina, Alfonso, Z. Win, Moe

“… We develop extensions of the SPA-based multisensor MTT algorithm that integrate data from an auxiliary surveillance system and geographic information about standard target routes…”
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Integrating Covariance Intersection Into Bayesian Multitarget Tracking Filters by Clark, Daniel E., Campbell, Mark A.

“… In this article, we develop a Bayesian multitarget estimator based on the covariance intersection algorithm for multitarget track-to-track data fusion…”
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An IMM/EKF Approach for Enhanced Multitarget State Estimation for Application to Integrated Risk Management System by Kim, Beomjun, Yi, Kyongsu, Yoo, Hyun-Jae, Chong, Hyok-Jin, Ko, Bongchul

“…) to improve multitarget state estimation performance with utilization of automotive radars. Automotive radar is the best fitted vehicular surround sensing technology…”
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DA-PMHT for Multistatic Passive Radar Multitarget Tracking in Dense Clutter Environment by Li, Xiaohua, Zhao, Chenxu, Lu, Xiaofeng, Wei, Wei

“… The main challenge is that one has to solve the measurement-to-illuminator association ambiguity in addition to the conventional measurement-to-target association ambiguity, which increases data…”
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Message passing based multitarget tracking with merged measurements by Li, Jingling, Gao, Lin, Zhao, Shangyu, Wei, Ping

“…). In general, an algorithm for MT under MMs can be derived by extending its standard MT counterpart which assumes that each measurement can come from at most one target…”
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A novel all-neighbor fuzzy association approach for multitarget tracking in a cluttered environment by Aziz, Ashraf M.

“…This paper proposes a novel all-neighbor fuzzy association approach for multitarget tracking in a cluttered environment…”
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Analytic Implementations of the Cardinalized Probability Hypothesis Density Filter by Ba-Tuong Vo, Ba-Ngu Vo, Cantoni, A.

“… Based on this solution, an effective multitarget tracking algorithm is developed. Extensions of the proposed closed-form recursion to accommodate nonlinear models are also given using linearization and unscented transform techniques…”
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Continuous 2-D assignment for multitarget tracking with rotating radars by Habtemariam, B., Tharmarasa, R., McDonald, M., Kirubarajan, T.

“… However, most target tracking algorithms, like the multiple hypothesis tracker (MHT) and the joint probabilistic data association (JPDA…”
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Introduction to the issue on multitarget tracking by Mallick, Mahendra, Vo, Ba-Ngu, Kirubarajan, Thia, Arulampalam, Sanjeev

“…Multitarget tracking has a long history spanning over 50 years and it refers to the problem of jointly estimating the number of targets and their states from sensor data…”
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Modified Murty's Algorithm for Diverse Multitarget Top Hypothesis Extraction by Xiaofan He, Tharmarasa, R., Kirubarajan, T., Pelletier, M.

“…In most multiple hypothesis tracking (MHT) implementations, the data association is solved using Murty's algorithm…”
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Adaptive genetic MM-CPHD filter for multitarget tracking by Li, Bo, Zhao, Jianli, Pang, Fuwen

“…Multitarget tracking is an important topic in visual surveillance system. Considering imperfections of the cardinalized probability hypothesis density (CPHD…”
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Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems by Vivone, Gemine, Braca, Paolo, Horstmann, Jochen

“… Unfortunately, they also exhibit many shortcomings that need to be taken into account, and proper algorithms need to be exploited to overcome their limitations…”
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Efficient Multitarget Visual Tracking Using Random Finite Sets by Maggio, E., Taj, M., Cavallaro, A.

“…) filter and data association using graph matching. This framework can be combined with any object detectors that generate positional and dimensional information of objects of interest…”
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Multitarget Tracking with Doppler Ambiguity by Li, K., Habtemariam, B., Tharmarasa, R., Pelletier, M., Kirubarjan, T.

“… Based on the unscented Kalman filter (UKF), the multiple hypothesis tracking (MHT) algorithm and the probabilistic data association (PDA…”
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Multiclass Generalized Labeled Multi-Bernoulli Filter With Kernel Density Estimation for Target Tracking in Unknown Backgrounds by Wu, Qinchen, Sun, Jinping, Yang, Bin, Li, Juan, Wang, Yanping

“…In multitarget tracking (MTT), the prior information of background parameters, such as clutter intensity and detection probability, exerts a significant influence on the performance of the filter…”
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A new multitarget tracking approach based on a non-iterative fuzzy clustering means algorithm by Aziz, Ashraf M.

“…In this paper, a new multitarget tracking approach is proposed. In the proposed approach, a non-iterative fuzzy clustering means algorithm is used to generate the association measures between the received measurements and the targets…”
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