General

XUE Jian
Professor
School of Engineering Science
University of Chinese Academy of Sciences
19A, Yuquan Rd.,
Beijing 100049, China

Office
Telephone: +86-10-88256650
Email: xuejian@ucas.ac.cn

Research Areas

Image Processing and Analysis, Computer Graphics, Visualization in Scientific Computing

Education

Sep. 2002 - Jul. 2007
Institute of Automation, Chinese Academy of Sciences
Doctor of Computer Applied Technology

Sep. 1998 - Jul. 2002
Department of Computer Science and Technology, Nanjing University
Bachelor of Computer Science and Technology

Experience

   
Teaching Experience

Design and Analysis of Computer Algorithms
Design and Application of Computer Algorithms
Computer Graphics
Practice on Computer Graphics
Scientific Visualization

Publications

   
Papers

[1] Liping Hou, Ke Lu, Jian Xue*. Refined One-Stage Oriented Object Detection Method for Remote Sensing Images. IEEE Transactions on Image Processing. Vol. 31, pp. 1545-1558, 2022 (DOI: 10.1109/TIP.2022.3143690)

[2] Liping Hou, Ke Lu, Jian Xue*, Yuqiu Li. Shape-Adaptive Selection and Measurement for Oriented Object Detection. the 36th AAAI Conference on Artificial Intelligence (AAAI-22), Vancouver, BC, Canada, Feb. 22-Mar. 1, 2022

[3] Cong Wang, Jian Xue, Ke Lu*, Yanfu Yan. Light Attention Embedding for Facial Expression Recognition. IEEE Transactions on Circuits and Systems for Video Technology. Volume 32, Issue 4, pp. 1834-1847, Apr. 2022 (DOI: 10.1109/TCSVT.2021.3083326)

[4] Pengcheng Gao, Ke Lu, Jian Xue*, Jiayi Lyu, Ling Shao. A Facial Landmark Detection Method Based on Deep Knowledge Transfer. IEEE Transactions on Neural Networks and Learning Systems. (Early Access, DOI: 10.1109/TNNLS.2021.3105247)

[5] Pengcheng Gao, Ke Lu, Jian Xue*, Ling Shao, Jiayi Lyu. A Coarse-to-fine Facial Landmark Detection Method based on Self-attention Mechanism. IEEE Transactions on Multimedia. Vol. 23, pp. 926-938, 2021 (DOI: 10.1109/TMM.2020.2991507)

[6] Zehai Niu, Ke Lu, Jian Xue*, Haifeng Ma, Runchen Wei. Multi-view 3D Smooth Human Pose Estimation based on Heatmap Filtering and Spatio-temporal Information. the 29th ACM International Conference on Multimedia (MM’21), pp. 442-450, Chengdu, China, Oct. 20-24, 2021 (DOI: 10.1145/3474085.3475185)

[7] Chao Wei, Ke Lu, Wei Gan, Jian Xue*. Spatiotemporal Features and Local Relationship Learning for Facial Action Unit Intensity Regression. 2021 IEEE International Conference on Image Processing (ICIP), pp. 1109-1113, Anchorage, AK, USA, Sep. 19-22, 2021 (DOI: 10.1109/ICIP42928.2021.9506789)

[8] Bin Huang, Jian Xue, Ke Lu*, Yanhao Tan, and Yang Zhao. MPNet: Multi-scale Parallel Codec Net for Medical Image Segmentation. CAAI International Conference on Artificial Intelligence (CICAI 2021), LNAI 13069, pp.492-503, 2021 (DOI: 10.1007/978-3-030-93046-2_42)

[9] Pengcheng Gao, Ke Lu, Jian Xue*. EfficientFAN: Deep Knowledge Transfer for Face Alignment. 2020 International Conference on Multimedia Retrieval (ICMR '20), pp. 215–223, Dublin, Ireland, Oct. 26–29, 2020 (DOI: 10.1145/3372278.3390692)

[10] Li Hao, Liping Hou, Yuantao Song, Ke Lu, Jian Xue*. A Lightweight Gated Global Module for Global Context Modeling in Neural Networks. 2020 International Conference on Multimedia Retrieval (ICMR '20), pp. 532–539, Dublin, Ireland, Oct. 26–29, 2020 (DOI: 10.1145/3372278.3390712)

[11] Liping Hou, Ke Lu, Jian Xue*, Li Hao. Cascade Detector with Feature Fusion for Arbitrary-Oriented Objects in Remote Sensing Images. 2020 IEEE International Conference on Multimedia and Expo (ICME), London, United Kingdom, Jul. 6-10, 2020 (DOI: 10.1109/ICME46284.2020.9102807)

[12] Yanhao Tan, Ke Lu, Mohammad Muntasir Rahman, Jian Xue*. RGBD-FG: A Large-Scale RGB-D Dataset for Fine-Grained Categorization. 2020 IEEE International Conference on Multimedia and Expo (ICME), London, United Kingdom, Jul. 6-10, 2020 (10.1109/ICME46284.2020.9102848)

[13] Yan Yanfu, Lyu Ke, Xue Jian*, Wang Cong and Gan Wei. Facial Animation Method Based on Deep Learning and Expression AU Parameters. Journal of Computer-Aided Design & Computer Graphics, Vol. 31, No. 11, pp. 1973-1980, 2019 (DOI: 10.3724/SP.J.1089.2019.17682)

[14] Cong Wang, Ke Lu, Jian Xue*, Yanfu Yan. Dense Attention Network for Facial Expression Recognition in the Wild. 2019 ACM Multimedia Asia, Beijing, China, Dec. 16-18, 2019 (DOI: 10.1145/3338533.3366568)

[15] Yanhao Tan, Ke Lu, Jian Xue*. An Automated Lung Nodule Segmentation Method Based on Nodule Detection Network and Region Growing. 2019 ACM Multimedia Asia, Beijing, China, Dec. 16-18, 2019 (10.1145/3338533.3366604)

[16] Liping Hou, Jian Xue, Ke Lu, Li Hao, Mohammad Muntasir Rahman. A Single-stage Multi-class Object Detection Method for Remote Sensing Images. 2019 IEEE International Conference on Visual Communications and Image Processing (VCIP 2019), Sydney, Australia, Dec. 1-4, 2019 (DOI: 10.1109/VCIP47243.2019.8965940)

[17] Jian Xue, Xiaoye Zhu, Ke Lu, Yutong Kou. Parallel Volume Rendering Method for Out-of-Core Non-Uniformly Partitioned Datasets. 2019 IEEE International Conference on Multimedia & Expo Workshops, ICMEW 2019, pp. 599-602, Shanghai, China, Jul. 8-12, 2019 (10.1109/ICMEW.2019.00109)

[18] Yanfu Yan, Ke Lu, Jian Xue*, Pengcheng Gao, Jiayi Lyu. FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation. 2019 IEEE International Conference on Multimedia & Expo Workshops, ICMEW 2019, pp. 96-101, Shanghai, China, Jul. 8-12, 2019 (10.1109/ICMEW.2019.0-104)

[19] Jinbao Wang, Ke Lu, Jian Xue*, Yutong Kou. Relative Depth Estimation Prior for Single Image Dehazing. 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW 2019), pp. 270-275, Shanghai, China, Jul. 8-12, 2019 (DOI: 10.1109/ICMEW.2019.00-75)

[20] Jinbao Wang, Ke Lyu, Jian Xue*, Pengcheng Gao, Yanfu Yan. A Markerless Body Motion Capture System for Character Animation Based on Multi-view Cameras. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), pp. 8558-8562, Brighton, UK, May 12-17, 2019 (10.1109/ICASSP.2019.8683506)

[21] Jinbao Wang, Ke Lu, Jian Xue*, Ning He, Ling Shao. Single Image Dehazing Based on the Physical Model and MSRCR Algorithm. IEEE Transactions on Circuits and Systems for Video Technology, Vol. 28, No. 9, pp. 2190-2199, Sep. 2018 (DOI: 10.1109/TCSVT.2017.2728822)

[22] Jiyang Dong, Ke Lu, Jian Xue*, Shuangfeng Dai, Rui Zhai, Weiguo Pan. Accelerated nonrigid image registration using improved Levenberg–Marquardt method. Information Sciences, Vol. 423, pp. 66-79, 2018 (DOI: 10.1016/j.ins.2017.09.059)

[23] Pengcheng Gao, Jian Xue*, Ke Lu, Yanfu Yan. A fast Cascade Shape Regression Method based on CNN-based Initialization. 24th International Conference on Pattern Recognition (ICPR 2018), pp. 3037-3042, Beijing, China, Aug. 20-24, 2018 (DOI: 10.1109/ICPR.2018.8546058)

[24] Zhi Li, Ke Lu, Jian Xue*. Joint Segmentation and Registration for 4D Lung CT Images based on Markov Random Field. International Conference on Internet Multimedia Computing and Service, ICIMCS 2018, Nanjing, China, Aug. 17-19, 2018 (DOI: 10.1145/3240876.3240892)

[25] Jiyang Dong, Jian Xue, Shuqiang Jiang, Ke Lu. A Novel Approach of Multiple Objects Segmentation based on Graph Cut. 2018 IEEE Conference on Multimedia Information Processing and Retrieval, MIPR 2018, pp. 328-333, Miami, USA, April 10-12, 2018 (DOI: 10.1109/MIPR.2018.00074)

[26] Mohammad Muntasir Rahman, Yanhao Tan, Jian Xue*, Ke Lu. RGB-D Object Recognition with Multimodal Deep Convolutional Neural Networks. 2017 IEEE International Conference on Multimedia and Expo, ICME 2017, pp. 991-996, Hong Kong, China, Jul. 10-14, 2017 (DOI: 10.1109/ICME.2017.8019538)

[27] Jian Xue, Xingxu Song, Qinghai Miao, Ke Lv, Ying Wang, Jun Xiao. 3D Graphical Visualization for Block Theory. 51st US Rock Mechanics / Geomechanics Symposium 2017, pp. 2487-2494, San Francisco, USA, Jun. 25-28, 2017

[28] Xiaolong Cheng, Ying Wang, Jian Xue*, Qinghai Miao. A New Software for Block Theory and its Applications in Rock Engineering. 51st US Rock Mechanics / Geomechanics Symposium 2017, pp. 2412-2418, San Francisco, USA, Jun. 25-28, 2017

[29] Jian Xue, Jun Yao, Ke Lu, Ling Shao, Mohammad Muntasir Rahman, Efficient Volume Rendering Methods for Out-of-Core Datasets by Semi-Adaptive Partitioning, Information Sciences, Vol. 370-371, pp. 463-475, 2016 (DOI: 10.1016/j.ins.2016.08.017)

[30] Jun Yao, Jian Xue, Ke Lv, Qinghai Miao, A Parallel Volume Rendering Method for Massive Data, 2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016, Seattle, WA, United States, Jul. 11-15, 2016 (DOI: 10.1109/ICMEW.2016.7574730)

[31] Weiguo Pan, Jian Xue, Ke Lu, Rui Zhai, Shuangfeng Dai, Hybrid Architecture for 3D Visualization of Ultrasonic Data, Information Sciences, Vol. 320, pp. 372-382, 2015 (DOI: 10.1016/j.ins.2015.03.026)

[32] Ke Lu, Ning He, Jian Xue, Jiyang Dong. Learning View-Model Joint Relevance for 3D Object Retrieval. IEEE Transactions on Image Processing, Vol. 24, No. 5, pp. 1449-1459, 2015 (DOI: 10.1109/TIP.2015.2395961)

[33] Jian Xue, Ke Lü. Volume Visualization for Out-of-core 3D Images based on Semi-adaptive Partitioning, 2015 IEEE International Conference on Image Processing (ICIP 2015), pp. 1503-1507, Quebec City, QC, Canada, Sep. 27-30, 2015 (10.1109/ICIP.2015.7351051)

[34] Ke Lu, Qian Wang, Jian Xue, Weiguo Pan. 3D Model Retrieval and Classification by Semi-Supervised Learning with Content-Based Similarity, Information Sciences. Vol. 281, pp.703-713, 2014 (DOI: 10.1016/j.ins.2014.03.079)

[35] Jianyong Li, Jian Xue, Jun Xiao, Ying Wang. Block theory on the complex combinations of free planes. Computers and Geotechnics, Vol.40, pp.127-134, 2012 (10.1016/j.compgeo.2011.10.006)

[36] J. Xue, Q. H. Miao, Y. X. Ben, J. Y. Li & Y. Wang. Modeling Method for Complex Key Block based on Nef Polyhedra. Advances in Discontinuous Numerical Methods and Applications in Geomechanics and Geoengineering, pages 227-232, 2012 (DOI: 10.1201/b11600-31)


Research Interests

  • Medical Image Visualization
  • Visualization for Engineering Computation
  • Discontinuous Analysis in Geoengineering
  • Key Block Theory

Research Projects

National Key R&D Program of China

Multi-group Dynamic Game Decision Theory under Incomplete Information (Grant No.: 2018AAA0100804)
From Dec. 2019 to Dec. 2023

National Natural Science Foundation of China
The Reserach on the HeartSound-Cardiogram-Ultrasound Multimodal Computer-Aided Detection Device for Fetal Heart (Grant No.: 62027827)
From Jan. 2021 to Dec. 2025

Research on Theory and Method Of Instant Services for Remote Sensing Satellite Downlink Data Based on Cognitive Computing (Grant No.: 61731022)
From Jan. 2018 to Dec. 2022

Research on the Key Technologies of Perception-Driven 3D Visualization for Out-of-Core Image Data (Grant No.: 61671426) 
From Jan. 2017 to Dec. 2020 

Research on Theory and Method for Discontinuous Engineering Computation and Visualization Based on Numerical Manifold (Grant No.: 60902098)
From Jan. 2010 to Dec. 2012