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Robust Prostate Cancer Classification with Siamese Neural Networks
2020Nuclear magnetic resonance (NMR) is a powerful and non–invasive diagnostic tool. However, NMR scanned images are often noisy due to patient motions or breathing. Although modern Computer Aided Diagnosis (CAD) systems, mainly based on Deep Learning (DL), together with expert radiologists, can obtain very accurate predictions, working with noisy data can
Alberto Rossi +2 more
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Characters Verification via Siamese Convolutional Neural Network
2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 2018In the printing and carving industries, it is necessary to check whether printed outputs or carved wares are missing or etched through comparing the drawings. Traditional approaches and identification methods can’t be used for this application where the number of character categories are not determined, and where the character may be unique designed by
Shengke Wang +4 more
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FACE RECOGNITION WITH SIAMESE NEURAL NETWORKS
Journal of Problems in Computer Science and Information TechnologiesThe development of face recognition technologies has become increasingly critical due to the growing need for effective identification methods. Traditional techniques often struggle with variations in illumination, pose, and facial expressions, limiting their applicability in real-world scenarios.
Bolatzhan Kumalakov +1 more
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A Siamese neural network framework for glass transition recognition
Soft MatterA Siamese neural network, a deep learning technique, was utilized to distinguish selected liquid crystal phases (antiferroelectric smectic CA*, smectic I, and smectic G) from their corresponding glasses.
Natalia Osiecka-Drewniak +3 more
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Siamese Neural Network-Based Supervised Slow Feature Extraction for Soft Sensor Application
IEEE Transactions on Industrial Electronics, 2021Ranjith Chiplunkar, Biao Huang
exaly
A multimodal-Siamese Neural Network (mSNN) for person verification using signatures and EEG
Information Fusion, 2021Debashis Das Chakladar +2 more
exaly
Side-channel analysis based on Siamese neural network
The Journal of Supercomputing, 2023Di Li, Lang Li 0002, Yu Ou
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Multi-Stream Siamese and Faster Region-Based Neural Network for Real-Time Object Tracking
IEEE Transactions on Intelligent Transportation Systems, 2021Liming Zhang, Zhihui Chen, Yan Yan
exaly

