Výsledky vyhledávání - "Multi-object tracking algorithm"

TracTrac: A fast multi-object tracking algorithm for motion estimation Autor Heyman, Joris

“…TracTrac is an open-source Matlab/Python implementation of a robust and efficient object tracking algorithm capable of simultaneously tracking several…”
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YOLO-BYTE: An efficient multi-object tracking algorithm for automatic monitoring of dairy cows Autor Zheng, Zhiyang, Li, Jingwen, Qin, Lifeng

“…•Proposed an efficient and real-time algorithm YOLO-BYTE for multi-object tracking.•Introduced feature extraction module that integrates convolution and…”
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An Improved Multi-Object Tracking Algorithm Designed for Complex Environments Autor Liu, Wuyuhan, Yao, Jian, Jiang, Feng, Wang, Meng

“…Multi-object tracking (MOT) algorithms are a key research direction in the field of computer vision. Among them, the joint detection and embedding (JDE)…”
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A Multi-Object Tracking Algorithm With Center-Based Feature Extraction and Occlusion Handling Autor Cao, Zhengcai, Li, Junnian, Zhang, Dong, Zhou, Mengchu, Abusorrah, Abdullah

“…For tracking suspicious objects using intelligent robots, Multiple Object Tracking (MOT) has gained great attention. MOT is easily affected by long-term severe…”
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AMtrack: Anti-occlusion multi-object tracking algorithm Autor Liu, Zhigang, Huang, Xiaohang, Sun, Jianwei, Zhang, Xinchang

“…To address the problem of occlusion in multi-object tracking (MOT) scenarios, an anti-occlusion multi-object tracking (AMTrack) algorithm is proposed, which is…”
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Multi-object tracking algorithm based on interactive attention network and adaptive trajectory reconnection Autor Ma, Sugang, Duan, Shuaipeng, Hou, Zhiqiang, Yu, Wangsheng, Pu, Lei, Zhao, Xiangmo

“…Multi-object tracking (MOT) detects multiple targets in an image and assigns a unique identifier to each target. However, challenges such as rapid motion,…”
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A two stage multi object tracking algorithm with transformer and attention mechanism Autor Hou, Mingxing, Wu, Yiming, Shi, Hong, Mu, Xiaofang

“…In the field of engineering safety, multi-object tracking encounters difficulties in effectively conducting object detection due to occlusion, as well as the…”
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A new multi-object tracking algorithm based on Sparse Detection Transformer Autor Miao, Jun, Zhang, Maoxuan, Qiao, Yuanhua

“…Multi-object tracking (MOT) is crucial for intelligent surveillance and autonomous driving. However, existing Transformer-based methods often suffer from an…”
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Adaptive multi-object tracking algorithm based on split trajectory Autor Sun, Lifan, Li, Bingyu, Gao, Dan, Fan, Bo

“…Multi-object tracking (MOT) has wide-ranging applications in unmanned vehicles, military reconnaissance, and video surveillance. However, real-world scenes…”
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Efficient real-time multi-object tracking algorithm for complex scenarios Autor Li, Yufeng, An, Tianyang, Hu, Nairui, Wang, Haiyao

“…In this paper, we propose an enhanced Multi-Object Tracking(MOT) framework based on ByteTrack, achieving dual improvements in efficiency and performance while…”
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FSTrack: One-Shot Multi-Object Tracking Algorithm Based on Feature Enhancement and Similarity Estimation Autor He, Botong, Yuan, Liang, Lv, Kai

“…Recently, there has been a surge of interest in using one-shot methods for multi-object tracking (MOT). These methods use a single network to produce both…”
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Improved BOTSORT multi-object tracking algorithm for robotic rollers using feature-level fusion of millimeter-wave radar and camera sensors Autor Liang, Hongyang, Wang, Jiajun, Zhang, Jun, Wang, Xiaoling, Guan, Shiwei, Yu, Hao

“… To address this issue, this study proposes an improved BOTSORT multi-object tracking algorithm using feature-level fusion of millimeter-wave radar and camera sensors…”
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Research on Cattle Behavior Recognition and Multi-Object Tracking Algorithm Based on YOLO-BoT Autor Tong, Lei, Fang, Jiandong, Wang, Xiuling, Zhao, Yudong

“…In smart ranch management, cattle behavior recognition and tracking play a crucial role in evaluating animal welfare. To address the issues of missed and false…”
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DefectTrack: a deep learning-based multi-object tracking algorithm for quantitative defect analysis of in-situ TEM videos in real-time Autor Sainju, Rajat, Chen, Wei-Ying, Schaefer, Samuel, Yang, Qian, Ding, Caiwen, Li, Meimei, Zhu, Yuanyuan

“…In-situ irradiation transmission electron microscopy (TEM) offers unique insights into the millisecond-timescale post-cascade process, such as the lifetime and…”
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OsaMOT: Occlusion and scale‐aware multi‐object tracking algorithm for low viewpoint Autor Yue, Yingying, Xu, Dan, He, Kangjian, Shi, Hongzhen, Zhang, Hao

“…Multi‐object tracking (MOT), which uses the context information of image sequences to locate, maintain identities and generate trajectories of multiple targets…”
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A Multi-Scale Feature-Fusion Multi-Object Tracking Algorithm for Scale-Variant Vehicle Tracking in UAV Videos Autor Liu, Shanshan, Shen, Xinglin, Xiao, Shanzhu, Li, Hanwen, Tao, Huamin

“…Unmanned Aerial Vehicle (UAV) vehicle-tracking technology has extensive potential for application in various fields. In the actual tracking process, the…”
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TMTB: Transformer based multi-task branching multi-object tracking algorithm for wide-view scenes Autor Li, Hongjun, Li, Jiaxin

“… In order to enable the tracking algorithm to adapt to wide-angle target scenes and fully utilize the acquired information, we propose a transformer based multi-task branching multi-object tracking algorithm named TMTB…”
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Improving visual multi‐object tracking algorithm via integrating GM‐PHD and correlation filter Autor Yang, Jinlong, Ni, Peng, Miao, Jiani, Ge, Hongwei

“… redetected. An improved visual multi‐object tracking algorithm is proposed by integrating an improved efficient convolution operator of the correlation filter and the Gaussian mixture probability hypothesis density filter…”
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Multi-Object Tracking Algorithm for RGB-D Images Based on Asymmetric Dual Siamese Networks Autor Zhang, Wen-Li, Yang, Kun, Xin, Yi-Tao, Zhao, Ting-Song

“… In order to solve the above problems, this paper proposes a Multi-Object Tracking algorithm for RGB-D images based on Asymmetric Dual Siamese networks (ADSiamMOT-RGBD…”
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FishTracker: An Efficient Multi-Object Tracking Algorithm for Fish Monitoring in a RAS Environment Autor Wu, Yuqiang, Ji, Zhao, You, Guanqi, Zhang, Zihan, Lu, Chaoping, Xu, Huanliang, Zhai, Zhaoyu

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