Recent advances of monocular 2d and 3d human pose estimation: A deep learning perspective

W Liu, Q Bao, Y Sun, T Mei - ACM Computing Surveys, 2022 - dl.acm.org
Estimation of the human pose from a monocular camera has been an emerging research
topic in the computer vision community with many applications. Recently, benefiting from the …

Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

[PDF][PDF] 图像理解中的卷积神经网络

常亮, 邓小明, 周明全, 武仲科, 袁野, 杨硕, 王宏安 - 自动化学报, 2016 - faculty.csu.edu.cn
摘要近年来, 卷积神经网络(Convolutional neural networks, CNN) 已在图像理解领域得到了
广泛的应用, 引起了研究者的关注. 特别是随着大规模图像数据的产生以及计算机硬件(特别是 …

Rmpe: Regional multi-person pose estimation

HS Fang, S Xie, YW Tai, C Lu - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
Multi-person pose estimation in the wild is challenging. Although state-of-the-art human
detectors have demonstrated good performance, small errors in localization and recognition …

Attention-aware compositional network for person re-identification

J Xu, R Zhao, F Zhu, H Wang… - Proceedings of the …, 2018 - openaccess.thecvf.com
Person re-identification (ReID) is to identify pedestrians observed from different camera
views based on visual appearance. It is a challenging task due to large pose variations …

Look into person: Joint body parsing & pose estimation network and a new benchmark

X Liang, K Gong, X Shen, L Lin - IEEE transactions on pattern …, 2018 - ieeexplore.ieee.org
Human parsing and pose estimation have recently received considerable interest due to
their substantial application potentials. However, the existing datasets have limited numbers …

Look into person: Self-supervised structure-sensitive learning and a new benchmark for human parsing

K Gong, X Liang, D Zhang… - Proceedings of the …, 2017 - openaccess.thecvf.com
Human parsing has recently attracted a lot of research interests due to its huge application
potentials. However existing datasets have limited number of images and annotations, and …

Beyond human parts: Dual part-aligned representations for person re-identification

J Guo, Y Yuan, L Huang, C Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
Person re-identification is a challenging task due to various complex factors. Recent studies
have attempted to integrate human parsing results or externally defined attributes to help …

Cross-domain image retrieval with a dual attribute-aware ranking network

J Huang, RS Feris, Q Chen, S Yan - Proceedings of the IEEE …, 2015 - cv-foundation.org
We address the problem of cross-domain image retrieval, considering the following practical
application: given a user photo depicting a clothing image, our goal is to retrieve the same or …

Space-time representation of people based on 3D skeletal data: A review

F Han, B Reily, W Hoff, H Zhang - Computer Vision and Image …, 2017 - Elsevier
Spatiotemporal human representation based on 3D visual perception data is a rapidly
growing research area. Representations can be broadly categorized into two groups …