@article{ART003153033},
author={Jin-Woo Cha and Chulyoung Kim and Hyun-Jong Oh and Da-Jeong Seo and Jong-Seong Park and Yoo-Sung Kim},
title={Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={12},
pages={129-138}
TY - JOUR
AU - Jin-Woo Cha
AU - Chulyoung Kim
AU - Hyun-Jong Oh
AU - Da-Jeong Seo
AU - Jong-Seong Park
AU - Yoo-Sung Kim
TI - Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 12
PB - The Korean Society Of Computer And Information
SP - 129
EP - 138
SN - 1598-849X
AB - This paper describes refinement and release of a human pose annotation dataset, which is essential for developing multi-person pose estimators in crowd situations. To achieve this, we first developed an annotation refining tool that can be helpful to put accurate bounding box labels for many people at most and correct keypoint positions for each person in crowd situation images where many occlusions might occur since the crowd density is high. Using this tool, we enhanced the quality of the ground truth annotations for 8,000 test images from the CrowdPose dataset, which is widely used for evaluating the performance of multi-person pose estimators in crowd situations. Our analysis confirms that the performance of the multi-person pose estimator can be more accurately assessed, as the modified dataset contains more person’s bounding boxes and more accurate keypoint labels for each person than the previous version. The developed human pose annotation refining tool and the modified dataset will be publicly available at https://github.com/InhaKMS/HuPo-AnT.
KW - Human pose annotation;Crowd situations;Multi-person pose estimation;Person bounding box;Keypoint labels
DO -
UR -
ER -
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park and Yoo-Sung Kim. (2024). Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations. Journal of The Korea Society of Computer and Information, 29(12), 129-138.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park and Yoo-Sung Kim. 2024, "Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations", Journal of The Korea Society of Computer and Information, vol.29, no.12 pp.129-138.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park, Yoo-Sung Kim "Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations" Journal of The Korea Society of Computer and Information 29.12 pp.129-138 (2024) : 129.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park, Yoo-Sung Kim. Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations. 2024; 29(12), 129-138.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park and Yoo-Sung Kim. "Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 129-138.
Jin-Woo Cha; Chulyoung Kim; Hyun-Jong Oh; Da-Jeong Seo; Jong-Seong Park; Yoo-Sung Kim. Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations. Journal of The Korea Society of Computer and Information, 29(12), 129-138.
Jin-Woo Cha; Chulyoung Kim; Hyun-Jong Oh; Da-Jeong Seo; Jong-Seong Park; Yoo-Sung Kim. Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations. Journal of The Korea Society of Computer and Information. 2024; 29(12) 129-138.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park, Yoo-Sung Kim. Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations. 2024; 29(12), 129-138.
Jin-Woo Cha, Chulyoung Kim, Hyun-Jong Oh, Da-Jeong Seo, Jong-Seong Park and Yoo-Sung Kim. "Refining Crowd Pose Annotation Dataset for Accurate Multiple-Person Pose Estimations in Crowd Situations" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 129-138.
