Corner-Point and Foreground-Area IoU Loss: Better Localization of Small Objects in Bounding Box Regression

Corner-Point and Foreground-Area IoU Loss: Better Localization of Small Objects in Bounding Box Regression

Bounding box regression is a crucial step in object detection, directly affecting the localization performance of the detected objects. Especially in small object detection, an excellent bounding box regression loss can significantly alleviate the problem of missing small objects. However, there are...

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Bibliographic Details
Main Authors: Delong Cai, Zhaoyun Zhang, Zhi Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
object detection
loss function
small object
bounding box regression
Online Access:https://www.mdpi.com/1424-8220/23/10/4961

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