Shibiao Xu (徐士彪) [中文]

Associate Professor and Graduate Supervisor
National Laboratory of Pattern Recognition
Institute of Automation, Chinese Academy of Sciences

Email: shibiao DOT xu AT nlpr DOT ia DOT ac DOT cn
Address: Intelligent Building Room1309, No.95 East
ZhongGuanCun Road, Haidian Dirstrict, Beijing, China

Graduate Areas: Pattern Recognition and Intelligent Systems, Application Technology

Biography

I am currently an Associate Professor (Graduate Supervisor) in the 3D Visual Computing Team (directed by Prof. Xiaopeng Zhang), National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China. My current research interests include three-dimensional scene reconstruction and scene semantic understanding.

I received the B.S. degrees in Information Engineering from Beijing University of Posts and Telecommunication, Beijing, China, in 2009, and the Ph.D. degree in Computer Science from Institute of Automation, Chinese Academy of Sciences, Beijing, China, in 2014. From July 2014 to April 2016, I was also a Postdoctoral fellow (advised by Prof. Xukun Shen) at State Key Laboratory of Virtual Reality Technology and System, Beihang University, Beijing, China.

Project Experiences

1. National Natural Science Foundation of China, General Project, No.61671451,Multiple View Aerial Images based Efficient Large Scale Urban Scene Reconstruction, 2017/01-2020/12, PI;
2. National Natural Science Foundation of China, Key Projects of International Cooperation, No.61620106003, Joint Image Big Data Semantic Analysis and Urban Scene Reconstruction, 2017/01-2021/12, Main Participant;
3. National Natural Science Foundation of China, Key Projects of Big Data Driven Management and Decision-making Research, No.91646207, Researches on City Road-Traffic Big Data Fusion, 2017/01-2021/12, Main Participant;
4. National Natural Science Foundation of China, General Sub-Project, No. 61571400,Methods of Plant 3D Reconstruction Based on Virtual Measurement of Plant Type Parameters and Intelligent Acquisition of Procedural Model's Parameters, 2016/01-2019/12, PI;
5. National Natural Science Foundation of China, General Sub-Project, No. 61571046,Image Patch Structure Extraction, Analysis and Its Application in Image Classification, 2016/01-2019/12, PI;
6. National Natural Science Foundation of China, General Sub-Project, No. 61771026,Multi-view image sequences based Sparse structure and semantic reconstruction of three-dimentional scene, 2018/01-2021/12, PI;

Publications

Realistic Procedural Plant Modeling from Multiple View Images
Jianwei Guo, Shibiao Xu, Dong-Ming Yan, Zhanglin Cheng, Marc Jaeger and Xiaopeng Zhang
IEEE Transactions on Visualization and Computer Graphics (TVCG): 2018
[Project page] [DOI]
Nonlinear Asymmetric Multi-Valued Hashing
Cheng Da, Gaofeng Meng, Shiming Xiang, Kun Ding, Shibiao Xu, Qing Yang and Chunhong Pan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI): 2018
[Project page] [DOI]
Automatic Building Rooftop Extraction from Aerial Images via Hierarchical RGB-D Priors
Shibiao Xu, Xingjia Pan, Er Li, Baoyuan Wu, Shuhui Bu, Weiming Dong, Shiming Xiang and Xiaopeng Zhang
IEEE Transactions on Geoscience and Remote Sensing (TGRS):2018
[Project page] [DOI]
PM-PM: PatchMatch With Potts Model for Object Segmentation and Stereo Matching
Shibiao Xu, Feihu Zhang, Xiaofei He, Xukun Shen and Xiaopeng Zhang
IEEE Transactions on Image Processing (TIP): 2015 ,24(7):2182-2196
[Project page] [DOI]
Automatic Road Detection and Centerline Extraction via Cascaded End-to-end Convolutional Neural Network
Guangliang Cheng, Ying Wang, Shibiao Xu (Corresponding author), Hongzhen Wang, Shiming Xiang and Chunhong Pan
IEEE Transactions on Geoscience and Remote Sensing (TGRS): 2017 ,55(6):3322-3337
[Project page] [DOI]
Building Extraction from Remotely Sensed Images by Integrating Saliency Cue
Er Li, Shibiao Xu (Joint first author), Weiliang Meng and Xiaopeng Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARs): 2017 ,10(3):906-919
[Project page] [DOI]
Robust Rooftop Extraction from Visible Band Images Using Higher Order CRF
Er Li, John Femiani, Shibiao Xu, Xiaopeng Zhang and Peter Wonka
IEEE Transactions on Geoscience and Remote Sensing (TGRS): 2015 ,53(8):4483-4495
[Project page] [Code coming soon] [DOI]
AMVH: Asymmetric Multi-Valued Hashing
Cheng Da, Shibiao Xu, Kun Ding, Gaofeng Meng and Shiming Xiang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2017 ,898-906
[Project page] [DOI]
Real-time pedestrian detection via hierarchical convolutional feature
Dongming Yang, Jiguang Zhang, Shibiao Xu (Corresponding author), Shuiying Ge, G. Hemantha Kumar and Xiaopeng Zhang
Multimedia Tools and Applications: 2018
Accurate Blind Deblurring Using SalientPatch-Based Prior for Large-Size Images
Chengcheng Ma, Jiguang Zhang, Shibiao Xu (Corresponding author), Weiliang Meng, Runping Xi, G. Hemantha Kumar and Xiaopeng Zhang
Multimedia Tools and Applications: 2018
Interactive Stereo Image Segmentation via Adaptive Prior Selection
Wei Ma, Yue Qin, Shibiao Xu (Corresponding author) and Xiaopeng Zhang
Multimedia Tools and Applications: 2018
Interactive Stereo Image Segmentation with RGB-D hybrid Constraints
Wei Ma, Yue Qin, Luwei Yang, Shibiao Xu (Corresponding author) and Xiaopeng Zhang
IEEE Signal Processing Letter: 2016 ,23(11):1533-1537
Real-time ink simulation using a grid-particle method
Shibiao Xu, Xing Mei, Weiming Dong, Zhiyi Zhang and Xiaopeng Zhang
Computers & Graphics: 2012 ,36(8):1025-1035
Joint Depth Map Interpolation and Segmentation with Planar Surface Model
Shibiao Xu, Longquan Dai, Jiguang Zhang, Jinhui Tang, G.Hemanth Kumar, Yanning Zhang and Xiaopeng Zhang
Siggraph Asia Technical Briefs: 2016 ,22:1--22:4
Depth of Field Rendering via Adaptive Recursive Filtering
Shibiao Xu, Xing Mei, Weiming Dong, Xun Sun, Xukun Shen and Xiaopeng Zhang
Siggraph Asia Technical Briefs: 2014 ,18:1-18:4
Statistical Learning Based Facial Animation
Shibiao Xu, Guanghui Ma, Weiliang Meng and Xiaopeng Zhang
Journal of Zhejiang University-SCIENCE C: 2013 ,14(7):542-550
Hybrid Tree Guided Patch Matching
Shibiao Xu, Jiguang Zhang, Weilong Ding, Xukun Shen, G. Hemanth Kumar and Xiaopeng Zhang
International Conference on Virtual Reality and Visualization: 2015 ,9-15
Interactive Visual Simulation of Dynamic Ink Diffusion Effects
Shibiao Xu, Xing Mei, Weiming Dong, Zhiyi Zhang and Xiaopeng Zhang
Virtual Reality Continuum and Its Applications: 2011 ,109-116
Realistic procedural plant modeling guided by 3D point cloud
Jianwei Guo, Zhanglin Cheng, Shibiao Xu and Xiaopeng Zhang
ACM Siggraph Posters: 2017
Compressive Sensing for Noisy Solder Joint Imagery Based on Convex Optimization
Huihuang Zhao, Jianzhen Chen, Shibiao Xu, Ying Wang, Zhijun Qiao
Soldering & Surface Mount Technology: 2016 ,28(2):114-122
Automatic Motion Generation Based on Path Editing from Motion Capture Data
Xiaoyue Guo, Shibiao Xu, Wujun Che and Xiaopeng Zhang
Transactions on Edutainment: 2010 ,4:91-4:104