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Transformers in Single Object Tracking: An Experimental Survey
IEEE Access, 2023 Single-object tracking is a well-known and challenging research topic in computer vision. Over the last two decades, numerous researchers have proposed various algorithms to solve this problem and achieved promising results.
Janani Kugarajeevan +3 more
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Efficient Single-Shot Multi-Object Tracking for Vehicles in Traffic Scenarios
Sensors, 2021 Multi-object tracking is a significant field in computer vision since it provides essential information for video surveillance and analysis. Several different deep learning-based approaches have been developed to improve the performance of multi-object ...
Youngkeun Lee +3 more
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A Target Re-Identification Method Based on Shot Boundary Object Detection for Single Object Tracking
Applied Sciences, 2023 With the advantages of simple model structure and performance-speed balance, the single object tracking (SOT) model based on a Transformer has become a hot topic in the current object tracking field.
Bingchen Miao +3 more
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Remote Sensing, 2021 Satellite video single object tracking has attracted wide attention. The development of remote sensing platforms for earth observation technologies makes it increasingly convenient to acquire high-resolution satellite videos, which greatly accelerates ...
Kun Zhu +8 more
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Radar Single Extended Object Tracking Based on Correlation Filter [PDF]
Hangkong bingqi, 2022 In traditional radar object tracking algorithms, targets are regarded as points in tracking filtering algorithms. With higher resolution in range and azimuth directions, a target can occupy multiple resolution units, so radars can obtain high-resolution ...
Li Dongdong, Fan Hongqi, Wang Liping, Kuai Yangliu
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Analisis Metode Kalman Filter, Particle Filter dan Correlation Filter Untuk Pelacakan Objek
Komputika, 2023 Object tracking is a challenging in computer vision. Object tracking is divided into two, which can be one object or several objects, depending on the object being observed.
Ridho Sholehurrohman +2 more
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MULTIPLE VEHICLES AND PEOPLE TRACKING IN AERIAL IMAGERY USING STACK OF MICRO SINGLE-OBJECT-TRACKING CNNS [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2019 Geo-referenced real-time vehicle and person tracking in aerial imagery has a variety of applications such as traffic and large-scale event monitoring, disaster management, and also for input into predictive traffic and crowd models.
R. Bahmanyar, S. M. Azimi, P. Reinartz
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Fast Timeline Based Multi Object Online Tracking
Transport and Telecommunication, 2023 Fast state-of-the-art multi-object-tracking (MOT) schemes, such as reported in challenges MOT16 and Mot20, perform tracking on a single sensor, often couple tracking and detection, support only one kind of object representation or don’t take varying ...
Hünermund Martin +2 more
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Channel Exchanging for RGB-T Tracking
Sensors, 2021 It is difficult to achieve all-weather visual object tracking in an open environment only utilizing single modality data input. Due to the complementarity of RGB and thermal infrared (TIR) data in various complex environments, a more robust object ...
Long Zhao +3 more
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Deep Feature Based Siamese Network for Visual Object Tracking
Energies, 2022 One of the most important and challenging research subjects in computer vision is visual object tracking. The information obtained from the first frame consists of limited and insufficient information to represent an object.
Su-Chang Lim, Jun-Ho Huh, Jong-Chan Kim
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