Journal Papers

2021

  1. Jianji Wang, Shupei Zhang, Qi Liu, Shaoyi Du, Yu-Cheng Guo, Nanning Zheng*, and Fei-Yue Wang*, "Conditional Uncorrelation and Efficient Subset Selection in Sparse Regression," IEEE Transactions on Cybernetics, 2021. (SCI, Accepted)
  2. Yue Gao, Zizhao Zhang, Haojie Lin, Xibin Zhao, Shaoyi Du, and Changqing Zou*, "Hypergraph Learning: Methods and Practices," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. (SCI, Accepted)
  3. Teng Wan, Shaoyi Du*, Wenting Cui, Runzhao Yao, Yuyan Ge, Yue Gao, and Nanning Zheng, "RGB-D Point Cloud Registration Based on Salient Object Detection," IEEE Transactions on Neural Networks and Learning Systems, 2021. (SCI, Accepted)
  4. Lei Xing, Badong Chen*, Shaoyi Du, Yuantao Gu, and Nannning Zheng, "Correntropy Based Multi-view Subspace Clustering," IEEE Transactions on Cybernetics, 2019. (SCI, Accepted)
  5. Badong Chen, Lei Xing, Haiquan Zhao, Shaoyi Du, and José C. Príncipe, "Effects of Outliers on the Maximum Correntropy Estimation: A Robustness Analysis," IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019. (SCI, Accepted)
  6. Zhiqiang Tian*, Xiaojian Li, Zhang Chen, Yaoyue Zheng, Hongcheng Fan, Zhongyu Li, Ce Li, and Shaoyi Du, "Interactive Prostate MR Image Segmentation Based on ConvLSTMs and GGNN," Neurocomputing, vol. 438, pp. 84-93, 2021. (SCI, EI)
  7. 李策, 李兰, 宣树星, 杨静, and 杜少毅*, "采用超复数小波生成对抗网络的活体人脸检测算法," 西安交通大学学报, 2021. (Accepted)
  8. Yang Yang, Dandan Fan, Shaoyi Du*, Badong Chen, and Yue Gao*, "Point Set Registration with Similarity and Affine Transformations Based on Bidirectional KMPE Loss," IEEE Transactions on Cybernetics, vol. 51, no. 3, pp. 1678-1689, 2021. (SCI, EI)
  9. Lei Xing, Badong Chen*, Jianji Wang, Shaoyi Du, and Jiuwen Cao, "Robust High-Order Manifold Constrained Low Rank Representation for Subspace Clustering," IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 2, pp. 533-545, 2021. (SCI, EI)
  10. Qing-nan Mou, Ling-ling Ji, Yan Liu, Pei-rong Zhou, Meng-qi Han, Jia-min Zhao, Wen-ting Cui, Teng Chen, Shao-yi Du, Yu-xia Hou*, and Yu-cheng Guo*, "Three-dimensional Superimposition of Digital Models for Individual Identification," Forensic Science International, vol. 38, pp. 110597, 2021. (SCI)

2020

  1. Zhongyu Li, Jiamin Liu, Zhiqiang Tian, Jihua Zhu, Ce Li, and Shaoyi Du, "Adaptive Weighted Motion Averaging with Low-rank Sparse for Robust Multi-view Registration," Neurocomputing, vol. 413, pp. 230-239, 2020. (SCI, EI)
  2. Wenting Cui, Jianyi Liu, Shaoyi Du*, Yuying Liu, Teng Wan, Mengqi Han, Qingnan Mou, Jing Yang, and Yucheng Guo, "Individual Retrieval Based on Oral Cavity Point Cloud Data and Correntropy-Based Registration Algorithm," IET Image Processing, vol. 14, no. 12, pp. 2675-2681, 2020. (SCI, EI)
  3. Wenting Cui, Shaoyi Du*, Teng Wan, Runzhao Yao, Yuying Liu, Mengqi Han, Qingnan Mou, Yu-cheng Guo*, and Nanning Zheng, "Robust and Precise Isotropic Scaling Registration Algorithm Using Bi-directional Distance and Correntropy," Pattern Recognition Letters, vol. 138, pp. 298-304, 2020. (SCI, EI)
  4. Youzi Xiao, Zhiqiang Tian, Jiachen Yu, Yinshu Zhang, Shuai Liu, Shaoyi Du, and Xuguang Lan, "A Review of Object Detection Based on Deep Learning," Multimedia Tools and Applications, vol. 79, no. 33-34, pp. 23729-23791, 2020. (SCI, EI)
  5. Guang Chu, Jia-min Zhao, Meng-qi Han, Qing-nan Mou, Ling-ling Ji, Hong Zhou, Teng Chen, Shao-yi Du*, and Yu-cheng Guo*, "Three-dimensional Prediction of Nose Morphology in Chinese Young Adults: A Pilot Study Combining Cone-beam Computed Tomography and 3dMD Photogrammetry System," International Journal of Legal Medicine, vol. 134, no. 5, pp. 1803-1816, 2020. (SCI)
  6. Sanping Zhou, Jinjun Wang*, Jimuyang Zhang, Le Wang, Dong Huang, Shaoyi Du*, and Nanning Zheng, "Hierarchical U-shape Attention Network for Salient Object Detection," IEEE Transaction on Image Processing, vol. 29, pp. 8417-8428, 2020. (SCI, EI)
  7. Zhiqiang Tian, Yudiao Wang, Shaoyi Du, and Xuguang Lan, "A Multiresolution Mixture Generative Adversarial Network for Video Super-Resolution," PLoS ONE, vol. 15, no. 7, pp. e0235352, 2020. (SCI)
  8. Ce Li, Dong Zhang, Zhiqiang Tian, Shaoyi Du, and Yanyun Qu, "Few-shot Learning with Deformable Convolution for Multi-scale Lesion Detection in Mammography," Medical Physics, vol. 47, no. 7, pp. 2970-2985, 2020. (SCI)
  9. Nanning Zheng*, Shaoyi Du*, Jianji Wang, He Zhang, Wenting Cui, Zijian Kang, Tao Yang, Bin Lou, Yuting Chi, Hong Long, Mei Ma, Qi Yuan, Shupei Zhang, Dong Zhang, Feng Ye, and Jingmin Xin, "Predicting COVID-19 in China Using Hybrid AI Model," IEEE Transactions on Cybernetics, vol. 5, no. 7, pp. 2891-2904, 2020. (SCI, EI)
  10. Zhiqiang Tian, Yaoyue Zheng, Xiaojian Li, Shaoyi Du, and Xiayu Xu, "Graph Convolutional Network Based Optic Disc and Cup Segmentation on Fundus Images," Biomedical Optics Express, vol. 11, no. 6, pp. 3043-3057, 2020. (SCI, EI)
  11. Jing Yang, Yi Xu, Hai-jun Rong, Shaoyi Du, and Hongmei Zhang*, "A Method for Wafer Defect Detection Using Spatial Feature Points Guided Affine Iterative Closest Point Algorithm," IEEE Access, vol. 8, pp. 79056-79068, 2020. (SCI, EI)
  12. Hao Liu, Ce Li*, Dong Zhang, Yannan Zhou, and Shaoyi Du, "Enhanced Image No-Reference Quality Assessment Based on Colour Space Distribution," IET Image Processing, vol. 14, no. 5, pp. 807-817, 2020. (SCI, EI)
  13. Shaoyi Du, Guanglin Xu, Sirui Zhang, Xuetao Zhang, Yue Gao, and Badong Chen, "Robust Rigid Registration Algorithm Based on Pointwise Correspondence and Correntropy," Pattern Recognition Letters, vol. 132, pp. 91-98, 2020. (SCI, EI, ESI)
  14. Teng Wan, Shaoyi Du*, Wenting Cui, Yang Yang, and Ce Li, "Robust Rigid Registration Algorithm Based on Correntropy and Bi-Directional Distance," IEEE Access, vol. 8, pp. 22225-22234, 2020. (SCI, EI)
  15. Ce Li, Dong Zhang, Shaoyi Du, and Zhiqiang Tian, "Deformation and Refined Features Based Lesion Detection on Chest X-Ray," IEEE Access, vol. 8, pp. 14675-14689, 2020. (SCI, EI)
  16. Yang Yang, Weile Chen, Muyi Wang, Dexing Zhong*, and Shaoyi Du*, "Color Point Cloud Registration Based on Supervoxel Correspondence," IEEE Access, vol. 8, pp. 7362-7372, 2020. (SCI, EI)

2019

  1. Yang Yang, Tingxia Ma, and Shaoyi Du*, “Robust Template Matching with Angle Location Using Dynamic Feature Pairs Updating,” Applied Soft Computing, vol. 85, pp. 105804, 2019. (SCI, EI)
  2. Teng Wan, Shaoyi Du*, Yiting Xu, Guanglin Xu, Zuoyong Li, Badong Chen, and Yue Gao, "RGB-D Point Cloud Registration via Infrared and Color Camera," Multimedia Tools and Applications, vol. 78, no. 23, pp. 332233-33246, 2019. (SCI, EI)
  3. Yaxin Peng, Shaoyi Du, and Tieyong Zeng, "Preface: Special Issue on Optimization Models and Algorithms in Artificial Intelligence," Journal of the Operations Research Society of China, vol. 7, no. 4, pp. 511-513, 2019. (ESCI, EI)
  4. 许美凤, 国雷达, 宋盼盼, 迟玉婷, 杜少毅, 耿松梅, and 张勇*, "多卷积神经网络模型融合的皮肤病识别方法," 西安交通大学学报, vol. 53, no. 11, pp. 125-130, 2019. (EI, CSCD)
  5. 李策, 张栋, 杜少毅, 朱子重, 贾盛泽, and 曲延云, "一种迁移学习和可变形卷积深度学习的蝴蝶检测算法," 自动化学报, vol. 45, no. 9, pp. 1772-1782, 2019. (EI, CSCD)
  6. Zongze Wu, Hongchen Chen, Shaoyi Du*, Mingyue Fu, Nan Zhou, and Nanning Zheng, "Correntropy Based Scale ICP Algorithm for Robust Point Set Registration," Pattern Recognition, vol. 93, pp. 14-24, 2019. (SCI, EI)
  7. Meifeng Xu, Yan Liu, Xiaoli Li, Chuantao Cheng, Yale Liu, Wei Dong, Shaoyi Du*, Shengxiang Xiao*, "Evaluation of Genetic Susceptibility Between Systemic Lupus Erythematosus and GRB2 Gene," Scientific Reports, vol. 9, pp. 10335, 2019. (SCI)
  8. Hongchen Chen, Xie Zhang, Shaoyi Du, Zongze Wu, and Nanning Zheng, "A Correntropy-based Affine Iterative Closest Point Algorithm for Robust Point Set Registration," IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 4, pp. 981-991, 2019. (SCI, EI)
  9. Lipeng Cai, Shihui Ying, Yaxin Peng, Changzhou He, and Shaoyi Du, "Intrinsic Metric Learning with Subspace Representation," IEEE Access, vol. 7, pp. 68572-68583, 2019. (SCI, EI)
  10. 吴礼洋, 凌粼, 贾方超, 杜少毅*, and 胡智勇, "基于控制点一致性约束的点集仿射配准算法," 激光与光电子学进展, vol. 56, no. 9, pp. 133-139, 2019. (CSCD)
  11. Shaoyi Du, Wenting Cui, Liyang Wu, Sirui Zhang, Xuetao Zhang, Guanglin Xu, and Meifeng Xu*, "Precise Iterative Closest Point Algorithm with Corner Point Constraints for Isotropic Scaling Registration," Multimedia Systems, vol. 25, no. 2, pp. 119-126, 2019. (SCI, EI)
  12. Ben Yang, Xuetao Zhang, Zhongchang Li, Shaoyi Du, and Fei Wang, "An Accurate and Robust Gaze Estimation Method Based on Maximum Correntropy Criterion," IEEE Access, vol. 7, pp. 23291-23302, 2019. (SCI)
  13. Ce Li, Xinyu Zhao, Zhaoxiang Zhang, and Shaoyi Du, "Generative Adversarial Dehaze Mapping Nets," Pattern Recognition Letters, vol. 119, pp. 238-244, 2019. (SCI, EI)
  14. Badong Chen, Rongjin Ma, Siyu Yu, Shaoyi Du, and Jing Qin, "Granger Causality Analysis Based on Quantized Minimum Error Entropy Criterion," IEEE Signal Processing Letters, vol. 26, no. 2, pp. 347-351, 2019. (SCI, EI)

2018

  1. Xi Liu, Badong Chen, Shiyuan Wang, and Shaoyi Du, "Correntropy Based Divided Difference Filtering for the Positioning of Ships," Sensors, vol. 18, no. 11, pp.1-15, 2018. (SCI)
  2. Xibin Zhao, Nan Wang, Yubo Zhang, Shaoyi Du*, Yue Gao*, and Jiaguang Sun, "Beyond Pairwise Matching: Person Reidentification via High-Order Relevance Learning," IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 8, pp. 3701-3714, 2018. (SCI, EI)
  3. 李策, 张亚超, 蓝天, and 杜少毅*, "一种高分辨率遥感图像视感知目标检测算法," 西安交通大学学报, vol. 52, no. 6, pp. 9-16, 2018.  (EI, CSCD) 
  4. 熊磊, 吴礼洋, 杜少毅, 毕笃彦, and 方挺, "基于局部仿射配准的鲁棒非刚体配准算法," 电子与信息学报, vol. 40, no. 4, pp. 920-927, 2018. (EI)
  5. Jing Yang, Yi Xu, Haijun Rong, Shaoyi Du, and Badong Chen, "Sparse Recursive Least Mean p-Power Extreme Learning Machine for Regression," IEEE Access, vol. 6, pp. 16022-16034, 2018. (SCI, EI)
  6. Xin Li, Yanqin Bai, Yaxin Peng, Shaoyi Du, and Shihui Ying, "Nonlinear Semi-Supervised Metric Learning Via Multiple Kernels and Local Topology," International Journal of Neural Systems, vol. 28, no. 2, pp. 1750040, 2018. (SCI, EI)
  7. 吴礼洋, 熊磊, 杜少毅, 毕笃彦, and 方挺, "基于快速仿射模板匹配和改进仿射迭代最近点算法的人脸稳健精确仿射配准," 光学学报, vol. 38, no. 2, pp. 0210004, 2008. (EI, CSCD)

2017

  1. 杨静, 尚夏, 荣海军, and 杜少毅"采用仿射迭代最近点的晶圆分割方法," 西安交通大学学报, vol.51, no. 12, pp. 56-61, 2017. (EI, CSCD)
  2. Shaoyi Du, Yiting Xu, Teng Wan, Huaizhong Hu, Sirui Zhang, Guanglin Xu, and Xuetao Zhang, "Robust Iterative Closest Point Algorithm Based on Global Reference Point for Rotation Invariant Registration," PLoS ONE, vol. 12, no. 11, pp. e0188039, 2017. (SCI)
  3. 李策, 赵新宇, 肖利梅, and 杜少毅, "生成对抗映射网络下的图像多层感知去雾算法," 计算机辅助设计与图形学学报, vol. 29, no. 10, pp. 1835-1843, 2017. (EI, CSCD)
  4. Shaoyi Du, Juan Liu, Yuehu Liu, Xuetao Zhang, and Jianru Xue, "Precise Glasses Detection Algorithm for Face with In-Plane Rotation," Multimedia Systems, vol. 23, no. 3, pp. 293-302, 2017. (SCI, EI)
  5. Shaoyi Du, Bo Bi, Guanglin Xu, Jihua Zhu, and Xuetao Zhang, "Robust Non-Rigid Point Set Registration via Building Tree Dynamically," Multimedia Tools and Applications, vol. 76, no. 9, pp. 12065-12081, 2017. (SCI, EI)
  6. Jianmin Dong, Zhongmin Cai, and Shaoyi Du*, "Improvement of Affine Iterative Closest Point Algorithm for Partial Registration," IET Computer Vision, vol. 11, no. 2, pp. 135-144, 2017. (SCI, EI)
  7. Shihui Ying, Dan Li, Bin Xiao, Yaxin Peng, Shaoyi Du, and Meifeng Xu,"Nonlinear Image Registration with Bidirectional Metric and Reciprocal Regularization," PLoS ONE, vol. 12, no. 2, pp. e0172432, 2017. (SCI)
  8. Jianru Xue, Di Wang, Shaoyi Du, Dixiao Cui, Yong Huang, and Nanning Zheng, "A Vision-Centered Multi-Sensor Fusing Approach to Self-Localization and Obstacle Perception for Robotic Cars," Frontiers of Information Technology & Electronic Engineering, vol. 18, no. 1, pp. 122-138, 2017. (SCI, EI)

2016

  1. Shaoyi Du, Chunjia Zhang, Zongze Wu, Juan Liu, and Jianru Xue, "Robust Isotropic Scaling ICP Algorithm with Bidirectional Distance and Bounded Rotation Angle," Neurocomputing, vol. 215, pp. 160-168, 2016. (SCI, EI)
  2. Liang Ma, Jihua Zhu, Li Zhu, Shaoyi Du, and Jingru Cui, "Merging Grid Maps of Different Resolutions by Scaling Registration," Robotica, vol. 34, no. 11, pp. 2516-2531, 2016. (SCI, EI)
  3. Yang Yang, Shaoyi Du*, and Zhuo Chen, "A Method for Non-Rigid Face Alignment via Combining Local and Holistic Matching," PLoS ONE, vol. 11, no. 8, pp. e0159376, 2016. (SCI)
  4. Shaoyi Du, Juan Liu, Bo Bi, Jihua Zhu, and Jianru Xue, "New Iterative Closest Point Algorithm for Isotropic Scaling Registration of Point Sets with Noise,"Journal of Visual Communication and Image Representation, vol. 38, pp. 207-216, 2016.(SCI, EI)
  5. Chunjia Zhang, Shaoyi Du*, Juan Liu, Yongxin Li, Jianru Xue, and Yuehu Liu, "Robust Iterative Closest Point Algorithm with Bounded Rotation Angle for 2D Registration," Neurocomputing, vol. 195, pp. 172-180, 2016. (SCI, EI)
  6. Chunjia Zhang, Shaoyi Du*, Juan Liu, and Jianru Xue, "Robust 3D Point Set Registration Using Iterative Closest Point Algorithm with Bounded Rotation Angle," Signal Processing, vol. 120, pp. 777-788, 2016. (SCI, EI)

2015

  1. Shaoyi Du, Yanrong Guo, Gerard Sanroma, Dong Ni, Guorong Wu, and Dinggang Shen, "Building Dynamic Population Graph for Accurate Correspondence Detection," Medical Image Analysis, vol. 26, no. 1, pp. 256-267, 2015. (SCI, EI) 
  2. Ke Li, Yi Liu, Quanxin Wang, Yalei Wu, Shimin Song, Yi Sun, Tengchong Liu, Jun Wang, Yang Li, and Shaoyi Du, "A Spacecraft Electrical Characteristics Multi-Label Classification Method Based on Off-Line FCM Clustering and On-Line WPSVM," PLoS ONE, vol. 10, no. 11, pp. e0140395, 2015. (SCI) 
  3. Shaoyi Du, Juan Liu, Chunjia Zhang, Meifeng Xu, and Jianru Xue, "Accurate Non-rigid Registration Based on Heuristic Tree for Registering Point Sets with Large Deformation," Neurocomputing, vol. 168, pp. 681-689, 2015. (SCI, EI) 
  4. Shaoyi Du, Jianru Xue, and Nanning Zheng, "View-based 3D Object Retrieval: Challenges, State-of-the-Arts and Future," IEEE COMSOC MMTC E-Letter, vol. 10, no. 5, pp. 5-8, 2015. 
  5. 李可, 刘祎, 杜少毅, 孙毅, and 王浚, "基于PCA和WPSVM的航天器电特性识别方法," 北京航空航天大学学报, vol. 41, no. 7, pp. 1177-1182, 2015. (EI, CSCD) 
  6. Shaoyi Du, Juan Liu, Chunjia Zhang, Jihua Zhu, and Ke Li, "Probability Iterative Closest Point Algorithm for m-D Point Set Registration with Noise," Neurocomputing, vol. 157, pp. 187-198, 2015. (SCI, EI) 

2014

  1. 祝继华, 尹俊, 邗汶锌, and 杜少毅, "面向低维点集配准的高效最近邻搜索法," 模式识别与人工智能, vol. 12, no. 27, pp. 1071-1077, 2014. (CSCD)
  2. Jihua Zhu, Zhongyu Li, Shaoyi Du, Liang Ma, and Te Zhang, "Surface Reconstruction via Efficient and Accurate Registration of Multiview Range Scans," Optical Engineering, vol. 53, no. 10, pp. 102104, 2014. (SCI, EI) 
  3. Jihua Zhu, Deyu Meng, Zhongyu Li, Shaoyi Du, and Zejian Yuan, "Robust Registration of Partially Overlapping Point Sets via Genetic Algorithm with Growth Operator," IET Image Processing, vol. 8, no. 10, pp. 582-590, 2014. (SCI, EI)
  4. 祝继华, 杜少毅, 李钟毓, 马亮, and 袁泽剑, "基于粒子滤波的部分对应点集刚体配准算法," 中国科学: 信息科学, vol. 7, no. 44, pp. 886-899, 2014. (CSCD) 

2013

  1. Jihua Zhu, Shaoyi Du, Liang Ma, Zejian Yuan, and Qiang Zhang, "Merging Grid Maps via Point Set Registration," International Journal of Robotics and Automation, vol. 28, no. 2, pp. 180-191, 2013. (SCI, EI) 

2012

  1. Jihua Zhu, Shaoyi Du, Zejian Yuan, Yuehu Liu, and Liang Ma, "Robust Affine Iterative Closest Point Algorithm with Bidirectional Distance," IET Computer Vision, vol. 6, no. 3, pp. 252-261, 2012. (SCI, EI) 
  2. 李策, 罗欣颖, and 杜少毅, "面向地图点集的多尺度层级ICP算法," 计算机应用与软件, no. 4, pp. 83-85+93, 2012. (CSCD)

2011

  1. Yang Yang, Nanning Zheng, Yuehu Liu, Shaoyi Du, Yuanqi Su, and Yoshifumi Nishio, "Expression Transfer for Facial Sketch Animation," Signal Processing, vol. 91, no. 11, pp. 2465-2477, 2011. (SCI, EI)  
  2. Shaoyi Du, Jihua Zhu, Nanning Zheng, Yuehu Liu, and Ce Li, "Robust Iterative Closest Point Algorithm for Registration of Point Sets with Outliers," Optical Engineering, vol. 50, no. 8, 087001, 2011. (SCI, EI) 
  3. Shaoyi Du, Jihua Zhu, Nanning Zheng, Jizhong Zhao, and Ce Li, "Isotropic Scaling Iterative Closest Point Algorithm for Partial Registration," Electronics Letters, vol. 47, no. 14, pp. 799-800, 2011. (SCI, EI) 
  4. Jihua Zhu, Nanning Zheng, Zejian Yuan, and Shaoyi Du, "Adaptive SLAM Algorithm with Sampling Based on State Uncertainty," Electronics Letters, vol. 47, no. 4, pp. 284-286, 2011. (SCI, EI)

2010

  1. Jihua Zhu, Nanning Zheng, Zejian Yuan, Shaoyi Du, and Liang Ma, "Robust Scaling Iterative Closest Point Algorithm with Bidirectional Distance Measurement," Electronics Letters, vol. 46, no. 24, pp. 1604-1605, 2010. (SCI, EI) 
  2. Shaoyi Du, Nanning Zheng, Lei Xiong, Shihui Ying, and Jianru Xue, "Scaling Iterative Closest Point Algorithm for Registration of m-D Point Sets," Journal of Visual Communication and Image Representation, vol. 21, no. 5-6, pp. 442-452, 2010. (SCI, EI, 2015年被该刊列入Most Cited Articles
  3. Shaoyi Du, Nanning Zheng, Shihui Ying, and Jianyi Liu, "Affine Iterative Closest Point Algorithm for Point Set Registration," Pattern Recognition Letters, vol. 31, no. 9, pp. 791-799, 2010. (SCI, EI) 
  4. Lei Xiong, Nanning Zheng, Jianyi Liu, Shaoyi Du, and Yuehu Liu, "Eye Synthesis Using the Eye Curve Model," Image and Vision Computing, vol. 28, no. 3, pp. 329-342, 2010. (SCI, EI) 

2009

  1. Shihui Ying, Jigen Peng, Shaoyi Du, and Hong Qiao, "Lie Group Framework of Iterative Closest Point Algorithm for n-D Data Registration," International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, no. 6, pp. 1201-1220, 2009. (SCI, EI) 
  2. Shihui Ying, Jigen Peng, Shaoyi Du, and Hong Qiao, "A Scale Stretch Method Based on ICP for 3D Data Registration," IEEE Transactions on Automation Science and Engineering, vol. 6, no. 3, pp. 559-565, 2009. (SCI, EI) 
  3. Lei Xiong, Nanning Zheng, Shaoyi Du, and Jianyi Liu, "Facial Expression Synthesis Based On Facial Component Model," International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, no. 3, pp. 637-657, 2009. (SCI, EI) 

2008

  1. Nanning Zheng, Qubo You, Gaofeng Meng, Jihua Zhu, Shaoyi Du, and Jianyi Liu, "50 Years of Image Processing and Pattern Recognition in China," IEEE Intelligent Systems, vol. 23, no. 6, pp. 33-41, 2008. (SCI, EI) 
  2. Qubo You, Nanning Zheng, Ling Gao, Shaoyi Du, and Yang Wu, "Analysis of Solution for Supervised Graph Embedding," International Journal of Pattern Recognition and Artificial Intelligence, vol. 22, no. 7, pp. 1283-1299, 2008. (SCI, EI) 
  3. Shaoyi Du, Nanning Zheng, Gaofeng Meng, and Zejian Yuan, "Affine Registration of Point Sets Using ICP and ICA," IEEE Signal Processing Letters, vol. 15, pp. 689-692, 2008. (SCI, EI) 
  4. Gaofeng Meng, Nanning Zheng, Shaoyi Du, Yonghong Song, and Yuanlin Zhang, "Shading Extraction and Correction for Scanned Book Images," IEEE Signal Processing Letters, vol. 15, pp. 849-852, 2008. (SCI, EI) 
  5. Qubo You, Nanning Zheng, Ling Gao, Shaoyi Du, and Jianyi Liu, "Solution for Supervised Graph Embedding: A Case Study," Signal Processing, vol. 88, no. 9, pp. 2293-2301, 2008. (SCI, EI)
  6. 郑南宁, 游屈波, 孟高峰, 祝继华, 杜少毅, and 刘剑毅, "中国图像识别50年," 中国计算机学会通讯, vol. 4, no. 8, pp. 28-37, 2008. 

2007

  1. Qubo You, Nanning Zheng, Shaoyi Du, and Yang Wu, "Neighborhood Discriminant Projection for Face Recognition," Pattern Recognition Letters, vol. 28, no. 10, pp. 1156-1163, 2007. (SCI, EI) 

2006

  1. Shaoyi Du , Nanning Zheng, Qubo You, Yang Wu, Maojun Yuan, and Jingjun Wu, "Rotated Haar-Like Features for Face Detection with In-Plane Rotation," in VSMM, Springer LNCS, vol. 4270, pp. 128-137, 2006. (SCI, EI) 

Book

  1. Shaoyi Du and Nanning Zheng, "Image Point Set Registration: Modeling and Algorithms," in Pattern Recognition and Machine Vision – in Honor and Memory of Professor King-Sun Fu, P. S. P. Wang, Ed.: River Publishers, Chapters 27, pp. 417-434, 2010. 

Academic Service

Editor

  1. 2020.12.07– Topic Editor, Sensors
  2. 2019.12.01– Guest Editor, 模式识别与人工智能, “智能医疗及医学图像处理”专辑 [PDF]
  3. 2018.03.19–2019.12.01 Guest Editor, Journal of the Operations Research Society of China, Special Issue on “Optimization Models and Algorithms in Artificial Intelligence” [PDF]
  4. 2017.01.22–2018.12.01 Guest Editor, Neural Processing Letters, Special Issue on “Neural Networks and Learning Methods for 3D Multimedia Semantic Analysis” [PDF]
  5. 2015.01.17–2017.02.01 Guest Editor, Multimedia Tools and Applications, Special Issue on “Computation and Visualization for 3D Data” [PDF]

Reviewer

  1. IEEE Access
  2. IEEE Multimedia
  3. IEEE Signal Processing Letters
  4. IEEE Transactions on Multimedia
  5. IEEE Transactions on Cybernetics
  6. IEEE Transactions on Medical Imaging (TMI)
  7. IEEE Transactions on Industrial Informatics
  8. IEEE Transactions on Biomedical Engineering
  9. IEEE Transactions on Automation Science and Engineering (TASE)
  10. IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
  11. IEEE Transactions on Systems, Man and Cybernetics: Systems
  12. IEEE Transactions on Circuits and Systems for Video Technology
  13. IEEE Transactions on Signal and Information Processing over Networks
  14. ACM Transactions on Multimedia Computing, Communications and Applications (TOMM)
  15. Optik
  16. Neurocomputing
  17. Signal Processing
  18. Information Fusion
  19. Parallel Computing
  20. Pattern Recognition
  21. Neuroscience Letters
  22. Information Sciences
  23. Cognitive Computation
  24. Computer-Aided Design (CAD)
  25. Pattern Recognition Letters (PRL)
  26. Image and Vision Computing (IVC)
  27. Expert Systems With Applications
  28. Robotics and Autonomous Systems
  29. Computers and Electrical Engineering
  30. Signal, Image and Video Processing (SIVP)
  31. Knowledge and Information Systems (KAIS)
  32. Computer Vision and Image Understanding (CVIU)
  33. CIRP Journal of Manufacturing Science and Technology
  34. International Journal of Machine Learning and Cybernetics (JMLC)
  35. Optical Engineering (OE)
  36. Journal of Applied Remote Sensing (JARS)
  37. The Imaging Science Journal(ISJ)
  38. International Journal of Computer Integrated Manufacturing (IJCIM)
  39. Transactions of the Institute of Measurement and Control
  40. International Journal of Imaging Systems and Technology
  41. International Journal of Advanced Robotic Systems (IJARS)
  42. 自动化学报、IEEE/CAA Journal of Automatica Sinica