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Pose-Based Human Instance Segmentation

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Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle

2024-12-02 · arXiv 2024 12 · Miroslav Purkrabek, Jiri Matas

Human pose estimation methods work well on separated people but struggle with multi-body scenarios. Recent work has addressed this problem by conditioning pose estimation with detected bounding boxes or bottom-up-estimat…

Human Instance SegmentationPose-Based Human Instance SegmentationPose EstimationSegmentation

Pose2Seg: Detection Free Human Instance Segmentation

2018-03-28 · CVPR 2019 6 · Song-Hai Zhang, Rui-Long Li, Xin Dong, Paul L. Rosin 외

The standard approach to image instance segmentation is to perform the object detection first, and then segment the object from the detection bounding-box. More recently, deep learning methods like Mask R-CNN perform the…

2D Human Pose EstimationHuman Instance SegmentationInstance SegmentationKeypoint Detection+6