Improving Performance and Adaptivity of Anchor-Based Detector Using Differentiable Anchoring With Efficient Target Generation

Most anchor-based object detection methods have adopted predefined anchor boxes as regression references. However, the proper setting of anchor boxes may vary significantly across different datasets, improperly designed anchors severely limit the performances and adaptabilities of detectors. Recentl...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 21., Seite 712-724
1. Verfasser: Dou, Zeyang (VerfasserIn)
Weitere Verfasser: Gao, Kun, Zhang, Xiaodian, Wang, Hong, Wang, Junwei
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article