BriefGPT.xyz
Apr, 2019
RepPoints:物体检测中的点集表示
RepPoints: Point Set Representation for Object Detection
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Ze Yang, Shaohui Liu, Han Hu, Liwei Wang, Stephen Lin
TL;DR
本文提出了一种名为RepPoints的方法,它采用一组样本点作为对象的更精细的表示,不需要使用锚点来采样边界框空间,并在检测任务中获得与目前最佳方法相同的效果。
Abstract
Modern object detectors rely heavily on rectangular
bounding boxes
, such as anchors, proposals and the final predictions, to represent objects at various
recognition
stages. The bounding box is convenient to use
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