One Spatio-Temporal Sharpening Attention Mechanism for Light-Weight YOLO Models Based on Sharpening Spatial Attention

One Spatio-Temporal Sharpening Attention Mechanism for Light-Weight YOLO Models Based on Sharpening Spatial Attention

Attention mechanisms have demonstrated great potential in improving the performance of deep convolutional neural networks (CNNs). However, many existing methods dedicate to developing channel or spatial attention modules for CNNs with lots of parameters, and complex attention modules inevitably affe...

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Bibliographic Details
Main Authors: Mengfan Xue, Minghao Chen, Dongliang Peng, Yunfei Guo, Huajie Chen
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
attention mechanism
object detection
YOLO
light-weight model
sharpening filter
Online Access:https://www.mdpi.com/1424-8220/21/23/7949

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https://www.mdpi.com/1424-8220/21/23/7949

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