no code implementations • ICCV 2021 • Tong He, Yuanlu Xu, Shunsuke Saito, Stefano Soatto, Tony Tung
We present ARCH++, an image-based method to reconstruct 3D avatars with arbitrary clothing styles.
3D Object Reconstruction From A Single Image
Image-to-Image Translation
1 code implementation • 16 Apr 2021 • Pierre Zins, Yuanlu Xu, Edmond Boyer, Stefanie Wuhrer, Tony Tung
We propose a data-driven end-to-end approach that reconstructs an implicit 3D representation of dressed humans from sparse camera views.
no code implementations • 12 Nov 2020 • Mathias Parger, Chengcheng Tang, Yuanlu Xu, Christopher Twigg, Lingling Tao, Yijing Li, Robert Wang, Markus Steinberger
Tracking body and hand motions in the 3D space is essential for social and self-presence in augmented and virtual environments.
no code implementations • CVPR 2020 • Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung
In this paper, we propose ARCH (Animatable Reconstruction of Clothed Humans), a novel end-to-end framework for accurate reconstruction of animation-ready 3D clothed humans from a monocular image.
Ranked #2 on
3D Object Reconstruction From A Single Image
on BUFF
3D Object Reconstruction From A Single Image
3D Reconstruction
no code implementations • ICCV 2019 • Yuanlu Xu, Song-Chun Zhu, Tony Tung
We present DenseRaC, a novel end-to-end framework for jointly estimating 3D human pose and body shape from a monocular RGB image.
Ranked #36 on
3D Human Pose Estimation
on Human3.6M
(using extra training data)
no code implementations • IEEE Transactions on Pattern Analysis and Machine Intelligence 2019 • Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
In this paper, we propose a pose grammar to tackle the problem of 3D human pose estimation from a monocular RGB image.
Ranked #5 on
3D Human Pose Estimation
on HumanEva-I
1 code implementation • ECCV 2018 • Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu
We propose a computational framework to jointly parse a single RGB image and reconstruct a holistic 3D configuration composed by a set of CAD models using a stochastic grammar model.
Ranked #4 on
Monocular 3D Object Detection
on SUN RGB-D
1 code implementation • CVPR 2018 • Wenguan Wang, Yuanlu Xu, Jianbing Shen, Song-Chun Zhu
This paper proposes a knowledge-guided fashion network to solve the problem of visual fashion analysis, e. g., fashion landmark localization and clothing category classification.
no code implementations • 17 Oct 2017 • Hao-Shu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu
In this paper, we propose a pose grammar to tackle the problem of 3D human pose estimation.
no code implementations • 16 Sep 2017 • Hang Qi, Yuanlu Xu, Tao Yuan, Tianfu Wu, Song-Chun Zhu
The proposed joint parsing framework represents such correlations and constraints explicitly and generates semantic scene-centric parse graphs.
no code implementations • CVPR 2018 • Yuanlu Xu, Lei Qin, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
We introduce a Causal And-Or Graph (C-AOG) to represent the causal-effect relations between an object's visibility fluent and its activities, and develop a probabilistic graph model to jointly reason the visibility fluent change (e. g., from visible to invisible) and track humans in videos.
no code implementations • CVPR 2016 • Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu
This paper presents a hierarchical composition approach for multi-view object tracking.
no code implementations • 2 Feb 2015 • Liang Lin, Yuanlu Xu, Xiaodan Liang, Jian-Huang Lai
Although it has been widely discussed in video surveillance, background subtraction is still an open problem in the context of complex scenarios, e. g., dynamic backgrounds, illumination variations, and indistinct foreground objects.
no code implementations • 1 Feb 2015 • Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu
This paper aims at a newly raising task in visual surveillance: re-identifying people at a distance by matching body information, given several reference examples.