Results 21 to 30 of about 4,140 (257)
Siamese networks for large-scale author identification [PDF]
Computer Speech & Language, 2021 28 pages.
Chakaveh Saedi, Mark Dras
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Journal of Cheminformatics, 2023 Siamese networks, representing a novel class of neural networks, consist of two identical subnetworks sharing weights but receiving different inputs. Here we present a similarity-based pairing method for generating compound pairs to train Siamese neural ...
Yumeng Zhang +6 more
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Furniture Style Compatibility Estimation by Multi-Branch Deep Siamese Network
Mathematical and Computational Applications, 2022 As demands for understanding visual style among interior scenes increase, estimating style compatibility is becoming challenging. In particular, furniture styles are difficult to define due to their various elements, such as color and shape. As a result,
Ayumu Taisho +4 more
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Siamese network features for image matching [PDF]
2016 23rd International Conference on Pattern Recognition (ICPR), 2016 Finding matching images across large datasets plays a key role in many computer vision applications such as structure-from-motion (SfM), multi-view 3D reconstruction, image retrieval, and image-based localisation. In this paper, we propose finding matching and non-matching pairs of images by representing them with neural network based feature vectors ...
Kannala, Juho +3 more
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Distilled Siamese Networks for Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 In recent years, Siamese network based trackers have significantly advanced the state-of-the-art in real-time tracking. Despite their success, Siamese trackers tend to suffer from high memory costs, which restrict their applicability to mobile devices with tight memory budgets. To address this issue, we propose a distilled Siamese tracking framework to
Jianbing Shen +5 more
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Siamese neural network architecture for homoglyph attacks detection
ICT Express, 2020 Primarily an adversary uses homoglyph or spoofing attack approach to obfuscate domain name, file name or process names. This approach facilitates to create domain name, file name or process names which look visually homogeneous to legitimate domain name,
Vinayakumar R., Soman K.P.
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Remote Sensing, 2023 Ship classification using the synthetic aperture radar (SAR) images has a significant role in remote sensing applications. Aiming at the problems of excessive model parameters numbers and high energy consumption in the traditional deep learning methods ...
Xinqiao Jiang +3 more
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Biomedicines, 2023 Sleep staging is of critical significance to the diagnosis of sleep disorders, and the electroencephalogram (EEG), which is used for monitoring brain activity, is commonly employed in sleep staging.
Yuyang You +3 more
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DASTSiam: Spatio‐temporal fusion and discriminative enhancement for Siamese visual tracking
IET Computer Vision, 2023 The use of deep neural networks has revolutionised object tracking tasks, and Siamese trackers have emerged as a prominent technique for this purpose.
Yucheng Huang +6 more
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A strong feature representation for siamese network tracker [PDF]
Multimedia Tools and Applications, 2020 Object tracking has important application in assistive technologies for personalized monitoring. Recent trackers choosing AlexNet as their backbone to extract features have gained great success. However, AlexNet is too shallow to form a strong feature representation, the tracker based on the Siamese network have an accuracy gap compared with state-of ...
Zhipeng Zhou, Rui Zhang, Dong Yin
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