Boundary Distribution Estimation for Precise Object Detection

• Published in: arXiv.org
• Main Authors: Peng Zhi, Zhou, Haoran, Huang, Hang, Zhao, Rui, Zhou, Rui, Zhou, Qingguo
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 19.07.2023
• Subjects: Estimation; Flaw detection; Localization; Object recognition; Scaling factors

In the field of state-of-the-art object detection, the task of object localization is typically accomplished through a dedicated subnet that emphasizes bounding box regression. This subnet traditionally predicts the object's position by regressing the box's center position and scaling fact...