Scale-Sensitive IOU Loss: An Improved Regression Loss Function in Remote Sensing Object Detection

Regression loss function in object detection model plays an important factor during training procedure. The IoU based loss functions, such as CIOU loss, achieve remarkable performance, but still have some inherent shortages that may cause slow convergence speed. The paper proposes a Scale-Sensitive...

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Bibliographic Details
Main Authors: Shuangjiang Du, Baofu Zhang, Pin Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9568775/