A Novel Multi-Modal One-Shot Learning Method for Texture Recognition

Most machine learning algorithms require a large set of training samples in order to achieve satisfactory performance. However, this requirement may be difficult to satisfy in practice. Take the one-shot learning (OSL) problem on texture recognition for example; the machine learning algorithm is dif...

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Bibliographic Details
Main Authors: Pengwen Xiong, Kongfei He, Aiguo Song, Peter X. Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8931584/