BriefGPT.xyz
Mar, 2020
窥探被遮挡关节: 一种新的群体姿势估计框架
Peeking into occluded joints: A novel framework for crowd pose estimation
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Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu...
TL;DR
研究提出了一种新的基于图像感知的渐进 GCN 模块,用于从推理角度估计不可见关节的姿态估计问题,并且通过提出一种新的带有 9k 个注释图像的Occluded Pose (OCPose) 数据 集的OPEC-Net框架来解决在 occlusions 中的定位挑战。
Abstract
Although
occlusion
widely exists in nature and remains a fundamental challenge for
pose estimation
, existing heatmap-based approaches suffer serious degradation on occlusions. Their intrinsic problem is that they
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