Výsledky vyhledávání - "Multilayer convolutional sparse coding"

An Improved Multilayer Convolutional Sparse Coding Model for Fault Feature Extraction of Rolling Element Bearings Under Varying Speed Conditions Autor Dong, Guangming

“…Rolling element bearings are critical components in rotating machinery, and their faults often lead to machinery failure. Accurate fault diagnosis under…”
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A convolutional neural network with sparse representation Autor Yang, Guoan, Yang, Junjie, Lu, Zhengzhi, Liu, Deyang

“…This paper proposes a sparse representation layer in the feature extraction stage of a convolutional neural network (CNN). Our goal is to add sparse transforms…”
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Facial Expression Recognition based on Convolutional Neural Network with Sparse Representation Autor Liu, Xuan, Ma, Jiachen, Wang, Qiang

“…Facial Expression Recognition (FER) in the wild using Convolutional Neural Networks (CNNs) has been a challenge for years because of the significant…”
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On Interpretability of CNNs for Multimodal Medical Image Segmentation Autor Lazendic, Srdan, Janssens, Jens, Huang, Shaoguang, Pizurica, Aleksandra

“…Despite their huge potential, deep learning-based models are still not trustful enough to warrant their adoption in clinical practice. The research on the…”
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Multimodal Extension of the ML-CSC Framework for Medical Image Segmentation Autor Janssens, Jens, Lazendic, Srdan, Huang, Shaoguang, Pizurica, Aleksandra

“…In recent years, Convolutional Neural Networks (CNNs) have led to huge successes across various computer vision applications. However, the lack of…”
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