MFFAMM: A Small Object Detection with Multi-Scale Feature Fusion and Attention Mechanism Module

MFFAMM: A Small Object Detection with Multi-Scale Feature Fusion and Attention Mechanism Module

Aiming at the low detection accuracy and poor positioning for small objects of single-stage object detection algorithms, we improve the backbone network of SSD (Single Shot MultiBox Detector) and present an improved SSD model based on multi-scale feature fusion and attention mechanism module in this...

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Bibliographic Details
Main Authors: Zhong Qu, Tongqiang Han, Tuming Yi
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
small object detection
multi-scale
feature fusion
attention mechanism
receptive field
Online Access:https://www.mdpi.com/2076-3417/12/18/8940

Internet

https://www.mdpi.com/2076-3417/12/18/8940

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