Results 1 to 10 of about 5,390 (262)
Online Siamese Network for Visual Object Tracking
Sensors, 2019 Offline-trained Siamese networks are not robust to the environmental complication in visual object tracking. Without online learning, the Siamese network cannot learn from instance domain knowledge and adapt to appearance changes of targets.
Shuo Chang +3 more
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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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Photoplethysmogram Biometric Authentication Using a 1D Siamese Network [PDF]
Sensors, 2023 Eui Chul Lee, Lee Eui Chul
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Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation [PDF]
Sensors, 2022 Cheolsoo Park +2 more
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MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022 Siamese networks are widely used for remote sensing change detection tasks. A vanilla siamese network has two identical feature extraction branches which share weights, these two branches work independently and the feature maps are not fused until about ...
H. Zhou +6 more
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A Classification Method for Electronic Components Based on Siamese Network [PDF]
Sensors, 2022 Aimin Wang
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A Time Sequence Images Matching Method Based on the Siamese Network [PDF]
Sensors, 2021 Gongfa Li, Bo Tao, Xiliang Tong
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IEEE Access, 2021 In order to solve the problems of unbalanced sample data and the lack of consideration of temporal information in existing Siamese-based trackers, this paper proposes a Siamese recurrent neural network and region proposal network (Siamese R-RPN), which ...
Xuechen Zhao, Yaoming Liu, Guang Han
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Analysing Siamese Neural Network Architectures for Computing Name Similarity.
International Journal of Population Data Science, 2022 Introduction A wide assortment of string similarity measures can be used to determine how similar two names are. A diverse set of discriminating and independent features for name similarity are important for classification during record linkage.
Nicholas Vinden +2 more
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Siamese Networks Based Deep Fusion Framework for Multi-Source Satellite Imagery
IEEE Access, 2022 A critical aim of pansharpening is to fuse coherent spatial and spectral features from panchromatic and multispectral images respectively. This study proposes deep siamese network based pansharpening model as a two-stage framework in a multiscale setting.
Hannan Adeel +3 more
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