pose

Body pose recognition has applications in:

• image compression when only the position of the subject is needed
• social signaling
• ADAS driver monitoring system (DMS)

The human body pose consists of:

• body detection in the image
• body segmentation from the image
• mapping the 2D image to the 3D model
• tracking the pose over time (movie)

photo credit: posetrack.net

REFERENCES

• https://posetrack.net/workshops/iccv2017/
• http://vision.imar.ro/human3.6m/challenge_open.php
• https://competitions.codalab.org/competitions/19650
• https://github.com/facebookresearch/DensePose/blob/master/detectron/datasets/densepose_cocoeval.py
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