A Category-Specific Dictionary Learning Method Tailored for Reconstruction-Based Feature Coding

Bag-of-Visual-Words (BoVW) is still a useful image classification model when there is not enough data to use Deep Learning. In BoVW model, the practice of reducing the reconstruction errors of local features can improve the classification accuracy owing to the decrease of information loss. Many reco...

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Bibliographic Details
Main Authors: Ye Xu, Lihua Duan, Xiaodong Yu, Tian Wang, Yingzhong Shi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9189868/