Results 41 to 50 of about 32,458 (271)
Improving Address Matching Using Siamese Transformer Networks
, 2023 To be published in the 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island - Azores, Portugal, 5-8 September 2023 ...
André V. Duarte, Arlindo L. Oliveira
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Triplet Network Template for Siamese Trackers [PDF]
IEEE Access, 2021 Siamese network based trackers describe object tracking as a similarity matching problem and these trackers achieve state-of-the-art performance on multiple benchmarks. However, due to the non-update of the appearance template and the change of the object appearance, the tracking drift problem often occurs, especially in the background clutter scene ...
Tao Shi, Donghui Wang, Hongge Ren
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Research on Siamese Object Tracking Algorithm Based on Knowledge Distillation in Marine Environment
IEEE Access, 2023 Siamese networks have gained considerable attention for object tracking due to their balance of speed and accuracy. However, existing Siamese tracking algorithms have been too rigid in their predictions of bounding box tags and lack uncertainty ...
Yihong Zhang +3 more
doaj +1 more source
, 2018 Designing an end-to-end deep learning network to match the biometric features with limited training samples is an extremely challenging task. To address this problem, we propose a new way to design an end-to-end deep CNN framework i.e., PVSNet that works
Jaswal, Gaurav +3 more
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Stably Adaptive Anti-Occlusion Siamese Region Proposal Network for Real-Time Object Tracking
IEEE Access, 2020 Siamese region proposal network has made remarkable achievements in visual object tracking because of its balanced accuracy and speed. However, it regards tracking as a local one-shot detection task, which lose the power of updating the appearance model ...
Fei Wu, Jianlin Zhang, Zhiyong Xu
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An Anti-UAV Long-Term Tracking Method with Hybrid Attention Mechanism and Hierarchical Discriminator
Sensors, 2022 To prevent unmanned aerial vehicles (UAVs) from threatening public security, anti-UAV object tracking has become a critical issue in industrial and military applications.
Feng Cheng +5 more
doaj +1 more source
Ego-Downward and Ambient Video based Person Location Association
, 2018 Using an ego-centric camera to do localization and tracking is highly needed for urban navigation and indoor assistive system when GPS is not available or not accurate enough.
Huo, Zhouyuan +3 more
core +1 more source
Remote Sensing, 2021 In this paper, a spectral-spatial convolution neural network with Siamese architecture (SSCNN-S) for hyperspectral image (HSI) change detection (CD) is proposed.
Tianming Zhan +6 more
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Identifying First-person Camera Wearers in Third-person Videos
, 2017 We consider scenarios in which we wish to perform joint scene understanding, object tracking, activity recognition, and other tasks in environments in which multiple people are wearing body-worn cameras while a third-person static camera also captures ...
Crandall, David J. +6 more
core +1 more source
Siamese tracking combing frequency channel attention with adaptive template
IET Communications, 2021 Siamese network based the tracker is a hot topic in the field of visual object tracking. However, Siamese trackers still have a robustness gap compared with state‐of‐the‐art algorithms. Therefore, focusing on the issue, this letter adds Frequency Channel
Haibo Pang +4 more
doaj +1 more source