SODCNN: A Convolutional Neural Network Model for Small Object Detection in Drone-Captured Images

SODCNN: A Convolutional Neural Network Model for Small Object Detection in Drone-Captured Images

Drone images contain a large number of small, dense targets. And they are vital for agriculture, security, monitoring, and more. However, detecting small objects remains an unsolved challenge, as they occupy a small proportion of the image and have less distinct features. Conventional object detecti...

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Bibliographic Details
Main Authors: Lu Meng, Lijun Zhou, Yangqian Liu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Drones
Subjects:
small object detection
feature extraction
attention mechanism
feature fusion
Online Access:https://www.mdpi.com/2504-446X/7/10/615

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