Learning Category-Specific Sharable and Exemplary Visual Elements for Image Classification

Learning Category-Specific Sharable and Exemplary Visual Elements for Image Classification

This paper presents a novel method to determine the discriminative image representation via visual dictionary learning framework for image classification task. Visual dictionary learning has the capacity to represent input image using an over-complete element set. Sparsity restrains distractors and...

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Bibliographic Details
Main Authors: Yurui Xie, Tiecheng Song
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Dictionary learning
deep feature
group sparsity
Online Access:https://ieeexplore.ieee.org/document/9044366/

Internet

https://ieeexplore.ieee.org/document/9044366/

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