Second-Order Response Transform Attention Network for Image Classification

Second-Order Response Transform Attention Network for Image Classification

Embedding second-order operations into deep convolutional neural networks (CNNs) has recently shown impressive performance for a number of vision tasks. Specifically, the two-branch second-order response transform (SoRT) network introduces the element-wise product transform into intermediate layers...

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Bibliographic Details
Main Authors: Jianxin Zhang, Jiahua Wang, Qiule Sun, Cunhua Li, Bin Liu, Qiang Zhang, Xiaopeng Wei
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Second-order response transform
attention mechanism
convolutional neural network
image classification
Online Access:https://ieeexplore.ieee.org/document/8807185/

Internet

https://ieeexplore.ieee.org/document/8807185/

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