IoU-aware single-stage object detector for accurate localization
作者:
Highlights:
• Single-stage detectors are unaware of localization accuracy.
• IoU prediction layer is designed for single-stage detectors.
• Multiply predicted IoU by classification score as detection confidence
• IoU-aware single-stage detectors improve the localization accuracy.
摘要
•Single-stage detectors are unaware of localization accuracy.•IoU prediction layer is designed for single-stage detectors.•Multiply predicted IoU by classification score as detection confidence•IoU-aware single-stage detectors improve the localization accuracy.
论文关键词:IoU prediction,IoU-aware detector,Accurate localization,Single-stage object detector
论文评审过程:Received 13 March 2020, Accepted 19 March 2020, Available online 30 March 2020, Version of Record 15 April 2020.
论文官网地址:https://doi.org/10.1016/j.imavis.2020.103911