Yuanlu Xu's Homepage

Marching with Humility, Humor and Curiosity.

Journal


Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation
  Yuanlu Xu, Wenguan Wang, Tengyu Liu, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
  [preprint]   [pdf]
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality
  Mathias Parger, Chengcheng Tang, Yuanlu Xu, Christopher Twigg, Lingling Tao, Yijing Li, Robert Wang, Markus Steinberger
  IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021.
  [arXiv]   [pdf]
A Stochastic Attribute Grammar for Robust Cross-View Human Tracking
  Xiaobai Liu, Yuanlu Xu, Lei Zhu and Yadong Mu
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 28(10): 2884-2895, 2018.
  [pdf]   [BibTex]
Complex Background Subtraction by Pursuing Dynamic Spatio-Temporal Models
  Liang Lin, Yuanlu Xu, Xiaodan Liang, Jian-Huang Lai
  IEEE Transactions on Image Processing (TIP), 23(7): 3191-3202, 2014.
  [pdf]   [BibTex]

Conference


ARCH++: Animation-Ready Clothed Human Reconstruction Revisited
  Tong He, Yuanlu Xu*, Shunsuke Saito, Stefano Soatto, Tony Tung
  IEEE International Conference on Computer Vision (ICCV), 2021. (* corresponding author).
  [arXiv]   [pdf]   [video]   [webpage]
ARCH: Animatable Reconstruction of Clothed Humans
  Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  [arXiv]   [video]   [poster]
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare
  Yuanlu Xu, Song-Chun Zhu, Tony Tung
  IEEE International Conference on Computer Vision (ICCV), 2019. (Oral).
  [arXiv]   [poster]   [video]   [oral]   [Mixamo toolkit]
Holistic 3D scene parsing and reconstruction from a single RGB image
  Siyuan Huang, Siyuan Qi, Yixin Zhu, Yinxue Xiao, Yuanlu Xu, Song-Chun Zhu
  European Conference on Computer Vision (ECCV), 2018.
  [arXiv]   [pdf]   [BibTex]   [code]
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects
  Yuanlu Xu*, Lei Qin*, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (* contributed equally).
  [pdf]   [BibTex]
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification
  Wenguan Wang*, Yuanlu Xu*, Jianbin Shen, Song-Chun Zhu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (* contributed equally).
  [pdf]   [BibTex]
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation
  Hao-Shu Fang*, Yuanlu Xu*, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu
  AAAI Conference on Artificial Intelligence, (AAAI), 2018. (* contributed equally).
  [arXiv]   [pdf]   [BibTex]   [oral]   [code]
Scene-centric Joint Parsing of Cross-view Videos
  Hang Qi*, Yuanlu Xu*, Tao Yuan*, Tianfu Wu, Song-Chun Zhu
  AAAI Conference on Artificial Intelligence, (AAAI), 2018. (* contributed equally).
  [arXiv]   [pdf]   [BibTex]   [oral]
Place-centric Visual Urban Perception with Hierarchical Deep Multi-instance Regression
  Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu, Liang Lin
  ACM Multimedia Conference, (ACMMM), 2017.
  [pdf]   [BibTex]
Cross-view People Tracking by Scene-centered Spatio-temporal Parsing
  Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu
  AAAI Conference on Artificial Intelligence (AAAI), 2017.
  [pdf]   [BibTex]   [oral]
Multi-view People Tracking via Hierarchical Trajectory Composition
  Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
  [pdf]   [BibTex]   [poster]   [dataset]   [evaluation metrics]
Person Search in a Scene by Jointly Modeling People Commonness and Person Uniqueness
  Yuanlu Xu, Bingpeng Ma, Rui Huang, Liang Lin
  ACM Multimedia Conference (ACMMM), 2014.
  [pdf]   [BibTex]   [poster]
Human Re-identification by Matching Compositional Template with Cluster Sampling
  Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu
  IEEE International Conference on Computer Vision (ICCV), 2013.
  [pdf]   [BibTex]   [poster]   [dataset]
Realtime Object-of-Interest Tracking by Learning Composite Patch-Based Templates
  Yuanlu Xu, Hongfei Zhou, Qing Wang, Liang Lin
  IEEE International Conference on Image Processing (ICIP), 2012.
  [pdf]   [BibTex]   [poster]

Workshop


The 3rd CVPR Workshop on 3D Scene Understanding for Vision, Graphics, and Robotics
  Siyuan Huang, Chuhang Zou, Hao Su, Alexander Schwing, Yuanlu Xu, Jiajun Wu, Angjoo Kanazawa, Yixin Zhu
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  [webpage]

Technical Report


Deep Structured Neural Network with Joint and Interpretable Bottom-up and Top-down Inference
  Wenguan Wang*, Yuanlu Xu*, Quanshi Zhang, Jianbin Shen, Song-Chun Zhu
  Technical Report, University of California, Los Angeles, 2018. (* contributed equally).
  [pdf]
Detection-free Bayesian Multi-object Tracking via Spatio-Temporal Video Bundles Grouping
  Yongyi Lu, Liang Lin, Yuanlu Xu, Zefeng Lai
  Technical Report, Sun Yat-Sen University, 2013.
  [pdf]

Thesis


3D Scene and Event Understanding by Joint Spatio-temporal Inference and Reasoning
  Yuanlu Xu
  Ph.D. Thesis, University of California, Los Angeles, 2019.
  [pdf]   [defense slides]
Person Re-identification by Matching Compositional Template with Cluster Sampling
  Yuanlu Xu
  Master Thesis, Sun Yat-Sen University, 2014.
  [pdf] (in Chinese)   [defense slides]
Moving Object Segmentation by Pursuing Local Spatio-Temporal Manifolds
  Yuanlu Xu
  Bachelor Thesis, Sun Yat-Sen University, Best Bachelor Thesis Award, 2012.
  [pdf] (in Chinese)   [technical report]   [defense slides]

Patent

Person comparison method based on combined template cluster sampling matching
  Patent Publication No.: CN103984916 A, Patent Publication Time: August 13, 2014.
  [pdf] (in Chinese)
Moving object segmenting method based on local space-time manifold learning
  Patent Publication No.: CN102750712 B, Patent Publication Time: Jun 17, 2015.
  [pdf] (in Chinese)