General

I am currently a professor with the National Laboratory of Pattern Recognition (NLPR)Institute of Automation,Chinese Academy of Sciences (CASIA), Beijing, China. My research area lies in Computer VisionPattern Recognition, and Machine Learning.  Currently, I am interested in problems related to object detectiontrackingsegmentation, recognition, and in algorithms like boostingsparse analysis, as well as deep learning.

Email: jlxing at nlpr.ia.ac.cn

Telephone: 010-8254-4598

部门/实验室:智能系统与工程研究中心

Education

  •  PhD in Computer Science Tsinghua University, Beijing, 2007.09 ~ 2012.07. Research area: Computer Vision, Pattern Recognition, Machine Learning; Advisor: Prof. Haizhou Ai.
  •  BE in Computer Science and Applied Mathematics (Dual Degrees) - Xi'an Jiaotong University, Xi'an, , Shaanxi, 2003.09 ~ 2007.07.

Publications

Books and Translations

Ÿ  Jianbin Xie, Junliang Xing, et al. Twenty Lectures on Vision Machine Learning. Tsinghua University Press, 2015.

Ÿ  Richard Szeliski, Computer Vision: Algorithms and Applications. Translated by Haizhou Ai, Junliang Xing et al. Tsinghua University Press, 2012.

Ÿ  Milan Sonka, Vaclav Hlavac and Roger Boyle, Image Processing, Analysis, and Machine Vision (4rd edition). Translated by Junliang Xing. Tsinghua University Press, 2016.


Journals

Ÿ  Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou, and Shuicheng Yan. Towards Robust and Accurate Multi-view and Partially-occluded Face Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 4, pp. 987-1001, 2018.

Ÿ  Junliang Xing, Weiming Hu, Haizhou Ai, Shuicheng Yan. FatRegion: A Fast, Adaptive, Tree-structured Region Extraction Approach. IEEE Transactions on Circuits, System and Video Technology (TCSVT), vol. 28, no. 3, pp. 601-615, 2018.

Ÿ  Junliang Xing, Kai Li, Weiming Hu, Chunfeng Yuan, Haibin Ling. Diagnosing Deep Learning Models for High Accuracy Age Estimation from A Single Image. Pattern Recognition (PR), vol. 66, pp. 95-105, 2017.

Ÿ  Junliang Xing, Haizhou Ai, Liwei Liu and Shihong Lao, Multiple Players Tracking in Sports Video: a Dual-Mode Two-Way Bayesian Inference Approach with Progressive Observation Modeling, IEEE Transactions on Image Processing (TIP), vol. 20, no. 6, pp. 1652-67, Jun, 2011. 

Ÿ  Kai Li, Junliang Xing, Weiming Hu, Steve Maybank. D2C: Deep Cumulatively and Comparatively Learning for Human Age Estimation. Pattern Recognition (PR), vol. 66, pp. 106-116, 2017.

Ÿ  Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, and Steve Maybank, Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 39, no. 1, 2017.

Ÿ  Bin Li, Weihua Xiong, Weiming Hu, Brian Funt, and Junliang Xing, Multi-Cue Illumination Estimation via a Tree-Structured Group Joint Sparse Representation, International Journal on Computer Vision (IJCV), vol. 117, no. 1, pp. 21-47, March 2016.

Ÿ  Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng and Jiaying Liu. Spatio-Temporal Attention Based LSTM Networks for 3D Action Recognition and Detection. IEEE Transactions on Image Processing (TIP), vol. 27, no. 7, pp. 3459-3471, 2018.

Ÿ  Jiaying Liu, Yanghao Li, Sijie Song, Junliang Xing, Cuiling Lan, and Wenjun Zeng. Multi-Modality Multi-Task Recurrent Neural Network for Online Action Detection. IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), accepted 2018.

Ÿ  Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi TIan. Multi-type Attributes Driven Multi-camera Person Re-identification. Pattern Recognition (PR), vol. 75, pp. 77-89, 2018.

Ÿ  Shan Gao, Qixiang Ye, Junliang Xing, Arjan Kuijper, Zhenjun Han, Jianbin Jiao, and Xiangyang Ji. Beyond Group: Multiple Person Tracking via Minimal Topology-Energy-Variation. IEEE Transactions on Image Processing (TIP), vol. 26, no. 12, pp. 5575-5589, 2017.

Ÿ  Luoqi Liu*Junliang Xing*, Hui Xu, Si Liu, Xi Zhou, Shuicheng Yan. “Wow! You Are So Beautiful Today!” ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2014.

Ÿ  Liwei Liu, Junliang Xing, Haizhou Ai. Scene Transformation for Detector Adaptation. Pattern Recognition Letters (PRL), vo`l. 36, pp. 154-160. 2014.

Ÿ  Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan. Circle & Search: Attribute-aware Shoe Retrieval. ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2014.

Ÿ  Genquan Duan, Haizhou Ai, Junliang Xing, Song Cao and Shihong Lao, Scene Aware Detection and Block Assignment Tracking in Crowded Scenes, Image and Vision Computing (IVC), vol. 30, no. 4, pp. 292-305, May, 2012.  


Conferences

Ÿ  Kai Li*Junliang Xing*, Chi Su, Yundong Zhang, Weiming Hu, and Steve Maybank. Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation. In Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

Ÿ  Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Weiming Hu, and Steve Maybank. Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking. In Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

Ÿ  Jian  Zhao, Yu  Cheng, Yan  Xu, Lin  Xiong, Jianshu  Li, Fang  Zhao, Karlekar  Jayashree, Sugiri  Pranata, Shengmei  Shen, Junliang  Xing, Shuicheng  Yan, and Jiashi  Feng. Towards Pose Invariant Face Recognition in the Wild. In Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

Ÿ  Qiang Wang, Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu, and Steve Maybank. Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking. In International Joint Conference on Artificial Intelligence (IJCAI) 2018.

Ÿ  Jian Zhao, Yu Cheng, Lin Xiong, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Junliang Xing, Shengmei Shen, Shuicheng Yan, Jiashi Feng. 3D-Aided Deep Pose-Invariant Face Recognition. In International Joint Conference on Artificial Intelligence (IJCAI) 2018.

Ÿ  Zhu Teng, Junliang Xing, Qiang Wang, Congyan Lang, Songhe Feng, Yi Jin. Robust Object Tracking based on Temporal and Spatial Deep Networks. In IEEE International Conference on Computer Vision (ICCV), 2017.

Ÿ  Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, Nanning Zheng. View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data. In IEEE International Conference on Computer Vision (ICCV), 2017.

Ÿ  Ke Sun, Cuiling Lan, Junliang Xing, Wenjun Zeng, Dong Liu, Jingdong Wang. Human Pose Estimation using Global and Local Normalization. In IEEE International Conference on Computer Vision (ICCV), 2017.

Ÿ  Chi Su, Jianing Li, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian. Pose-driven Deep Convolutional Model for Person Re-identification. In IEEE International Conference on Computer Vision (ICCV), 2017.

Ÿ  Shengtao Xiao, Jiashi Feng, Junliang Xing, Hanjiang Lai, Shuicheng Yan, Ashraf Kassim. Robust Facial Landmark Detection via Recurrent Attentive-Refinement. In European Conference on Computer Vision (ECCV), 2016.

Ÿ  Chi Su, Shiliang Zhang, Junliang Xing, Wen Gao, Qi Tian, Ashraf Kassim. Deep Attributes Driven Person Re-identification. In European Conference on Computer Vision (ECCV), 2016.

Ÿ  Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu. Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks. In IEEE European Conference on Computer Vision (ECCV), 2016.

Ÿ  Xinchu Shi, Haibing Lin, Weiming Hu, Junliang Xing, and Yanning Zhang. Tensor Power Iteration for Multi-Graph Matching. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

Ÿ  Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie. Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks. In AAAI Annual Conf. Artificial Intelligence (AAAI), 2016.

Ÿ  Lin Ma, Xiaoqin Zhang, Weiming Hu, Junling Xing, Jiwen Lu, Jie Zhou. Local Subspace Collaborative Tracking. In IEEE International Conference on Computer Vision (ICCV), 2015.

Ÿ  Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan. Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

Ÿ  Mengdan Zhang, Junliang Xing, Jin Gao and Weiming Hu. Robust visual tracking using joint scale-spatial correlation filters. In IEEE International Conference on Image Processing (ICIP), 2015.

Ÿ  Yabo Fan, Junliang Xing, and Weiming Hu. Load-balanced locality-sensitive hashing: A new method for efficient near duplicate image detection. In IEEE International Conference on Image Processing (ICIP), 2015.

Ÿ  Junliang Xing, Liwei Liu, Haizhou Ai and Shihong Lao. Robust Crowd Counting Using Detection Flow, IEEE International Conference on Image Processing (ICIP), 2011.

Ÿ  Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, and Weiming Hu. Joint Scale-Spatial Correlation Tracking with Adaptive Rotation Estimation. In IEEE International Conference on Computer Vision Workshops (ICCVW), 2015.

Ÿ  Jin Gao, Haibin Lin, Weiming Hu, Junliang Xing. Transfer Learning Based Visual Tracking with Gaussian Process Regression. In European Conference on Computer Vision (ECCV), 2014.

Ÿ  Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan. Towards Multi-view and Partially-occluded Face Alignment. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

Ÿ  Xinchu Shi, Haibin Lin, Weimign Hu, Chunfeng Yuan, Junliang Xing. Multi-target Tracking with Motion Context in Tensor Power Iteration. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.

Ÿ  Junliang Xing, Jin Gao, Bin Li, Weiming Hu, Shuicheng Yan. Robust Object Tracking with Online Multi-lifespan Dictionary Learning. In IEEE International Conference on Computer Vision (ICCV), 2013.

Ÿ  Jin Gao, Junliang Xing, Weiming Hu. Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement. In IEEE International Conference on Computer Vision (ICCV), 2013.

Ÿ  Xinchu Shi, Haibin Ling, Junliang Xing, Weiming Hu. Multi-target Tracking by Rank-1 Tensor Approximation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.

Ÿ  Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan. “Wow! You Are So Beautiful Today!” In  ACM International Conference on Multimedia (ACM MM), 2013.

Ÿ  Junliang Xing, Haizhou Ai and Shihong Lao, Multi-Object Tracking through Occlusions by Local Tracklets Filtering and Global Tracklets Association with Detection Responses, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2009.

Ÿ  Junliang Xing, Haizhou Ai and Shihong Lao, Multiple Human Tracking Based on Multi-View Upper-Body Detection and Discriminative Learning, IEEE International Conference on Pattern Recognition (ICPR), 2010.

Ÿ  Junliang Xing, Liwei Liu, Haizhou Ai and Shihong Lao. Robust Crowd Counting Using Detection Flow, IEEE International Conference on Image Processing (ICIP), 2011.

Ÿ  Junliang Xing, Liwei Liu and Haizhou Ai, Background Subtraction through Multiple Life Span Modeling, IEEE International Conference on Image Processing (ICIP), 2011.

Ÿ  Junliang Xing, Haizhou Ai and Shihong Lao. Hierarchical Pedestrian Segmentation in Video, IEEE Asian Conference on Pattern Recognition (ACPR), 2011.

Ÿ  Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang. Graph Embedding Based Semi-Supervised Discriminative Tracker. In IEEE International Conference on Computer Vision Workshops (ICCVW), 2013.

Ÿ  Jin Gao, Junliang Xing, Weiming Hu, Xiaoqin Zhang, Ruiguang Hu. Multi-object Tracking under Occlusion Using Dual-Mode Graph Embedding. In Asian Conference on Pattern Recognition (ACPR), 2013.

Ÿ  Jun Li, Shan Zhou, Junliang Xing, Changyin Sun, Weiming Hu. An Efficient Approach to Web Near-Duplicate Image Detection. In Asian Conference on Pattern Recognition (ACPR), 2013.

Ÿ  Liwei Liu, Junliang Xing, Haizhou Ai. Online Structure Learning for Robust Object Tracking. In IEEE Int. Conf. Image Process. (ICIP), 2013.

Ÿ  Lin Ma, Junliang Xing, Xiaoqin Zhang, Weiming Hu. Adaptive Cooperative Tracking Based on Multi-Graph Embedding and Markov Random Field. In IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), 2013.

Ÿ  Lin Ma, Junliang Xing, Xiaoqin Zhang, Weiming Hu. Distance Map of Various Weights: a New Feature for Adaptive Object Tracking. In IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), 2013.

Ÿ  Liwei Liu, Junliang Xing, Haizhou Ai, Xiang Ruan. Hand posture recognition using finger geometric feature. In IEEE Int. Conf. Pattern Recognit. (ICPR), 2012.

Ÿ  Liwei Liu, Junliang Xing, Haizhou Ai, Shihong Lao. Semantic superpixel based vehicle tracking. In IEEE Int. Conf. Image Process. (ICPR), 2012.

Ÿ  Lei Sun, Junliang Xing, Haizhou Ai, Shihong Lao. A tracking based fast online complete video synopsis approach. In IEEE Int. Conf. Pattern Recognit. (ICPR), 2012.