Determining the proper number of proposals for individual images

Abstract The region proposal network is indispensable to two‐stage object detection methods. It generates a fixed number of proposals that are to be classified and regressed by detection heads to produce detection boxes. However, the fixed number of proposals may be too large when an image contains...

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Bibliographic Details
Main Authors: Zihang He, Yong Li
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:IET Computer Vision
Subjects:
Online Access:https://doi.org/10.1049/cvi2.12230