Aligned Matching: Improving Small Object Detection in SSD

Aligned Matching: Improving Small Object Detection in SSD

Although detecting small objects is critical in various applications, neural network models designed and trained for generic object detection struggle to do so with precision. For example, the popular Single Shot MultiBox Detector (SSD) tends to perform poorly for small objects, and balancing the pe...

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Bibliographic Details
Main Authors: Seok-Hoon Kang, Joon-Sang Park
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
convolutional neural network
object detection
small object
single shot multibox detector
matching strategy
Online Access:https://www.mdpi.com/1424-8220/23/5/2589

Internet

https://www.mdpi.com/1424-8220/23/5/2589

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