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Local Segmentation for Pedestrian Tracking in Dense Crowds
2014People tracking in dense crowds is challenging due to the high levels of inter-pedestrian occlusions occurring continuously. After each successive occlusion, the surface of the tracked object that has never been hidden reduces. If not corrected, this shrinking problem eventually causes the system to stop as the area to track become too small.
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Robust Localization with Crowd Sensors: A Data Cleansing Approach
Mobile Networks and Applications, 2017In this paper, the source localization problem with crowd of anchor nodes is investigated, under the circumstances that abnormal data could be sporadically and randomly produced for the reason of either accidental equipment failures or random malicious behaviors. To cope with the problem that abnormal data brings, we formulate a generalized modeling of
Changju Kan +3 more
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CrossNet: Boosting Crowd Counting with Localization
Proceedings of the 30th ACM International Conference on Multimedia, 2022Ji Zhang 0027 +4 more
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Advanced Local Binary Pattern Descriptors for Crowd Estimation
2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, 2008Local binary pattern (LBP) is a powerful texture descriptor that is gray-scale and rotation invariant. In this paper, an extension of the original LBP is proposed. LBP operator is adopted in multi-layer block domain, instead of pixel domain. Meanwhile, feature dimension is effectively reduced by dual-histogram LBP (DH-LBP). Combining merits of the two,
Wenhua Ma, Lei Huang 0002, Changping Liu
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Congested crowd instance localization with dilated convolutional swin transformer
Neurocomputing, 2022Maoguo Gong
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Local Point Matching Network for Stabilized Crowd Counting and Localization
2022Lin Niu +4 more
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Scale-Context Perceptive Network for Crowd Counting and Localization in Smart City System
IEEE Internet of Things Journal, 2023Mingliang Gao, Gwanggil Jeon, Qilei Li
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Focal Inverse Distance Transform Maps for Crowd Localization
IEEE Transactions on Multimedia, 2023Yingying Zhu, Yu Zhou, Wei Xu
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SA-InterNet: Scale-Aware Interaction Network for Joint Crowd Counting and Localization
Lecture Notes in Computer Science, 2021Shunzhou Wang, Huijun Di, Xiuqi Chen
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