Images 
Test images 承担本科生的《数字控制与系统》和硕士/博士研究生的《图像多尺度几何分析》的教学工作，并为西安交通大学计算机试验班开设《复杂网络动力学基础》课程。参加新教学课程体系《计算机控制技术》和《自适应信号处理》课程建设。
科研成果 - 杨 国安
| 论文标题 | 作者 | 发表/完成日期 | 期刊名称 |
|---|---|---|---|
| Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient | Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum | 2024-02-28 | International Conference on computer vision, ICCV 2023 |
| Universally Strict Black-Box Attacks against Deep Neural Networks | Zhengzhi Lu，Guoan Yang | 2023-10-09 | Universally Strict Black-Box Attacks against Deep Neural Networks |
| 一种基于STA-TSN的人类行为识别方法及系统 | 杨国安，杨勇，陆正之，杨竣杰，刘德阳，周传波,樊子恩 | 2023-09-12 | 国家发明专利（已授权） |
| Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient | Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang, Hubert P. H. Shum | 2023-08-10 | International Conference on Computer Vision, ICCV2023, Paris, France, October 2-6, 2023 |
| 一种用于多尺度几何分析的金字塔分解方法及系统 | 杨国安，陆正之，杨竣杰，刘德阳，杨勇，周传波 | 2023-06-09 | 国家发明专利（已授权） |
| A Novel Block-wise Attention Method: Focus-and-Association Networks | Deyang Liu, Guoan Yang, Zhengzhi Lu, Yong Yang, Chuanbo Zhou | 2022-03-31 | IEEE 2022 International Conference on Machine learning and Knowledge Engineering (MLKE2022) |
| A Noise-robust Feature Fusion Model Combining Non-local Attention for Material Recognition | Chuanbo Zhou, Guoan Yang, Zhengzhi Lu, Deyang Liu, Yong Yang | 2022-03-30 | the 2022 The 5th International Conference on Image and Graphics Processing (ICIGP 2022), online, January 7-9, 2022. |
| STA-TSN: Spatial-Temporal Attention Temporal Segment Network for Action Recognition in Video | Guoan Yang, Yong Yang, Zhengzhi Lu, Deyang Liu, Junjie Yang, Chuanbo Zhou, Zien Fan | 2022-03-17 | PLoS ONE |
| Selective part-based correlation filter tracking algorithm with reinforcement learning | Zhengzhi Lu, Guoan Yang, Deyang Liu, Junjie Yang, Yong Yang, Chuanbo Zhou | 2022-01-01 | IET Image Processing |
| 一种非 结构化道路单幅图像道路消失点检测方法 | 杨国安，王毓豪，陆正之，杨竣杰 | 2021-12-28 | 国家发明专利（已授权） |
| Small-scale Convolutional Neural Networks with Learnable Gabor Filter for Image Classifications | Zhengzhi Lu, Xiao Liang, Guoan Yang, Deyang Liu | 2021-09-26 | 2021 IEEE 4th International Conference on Information Communication and Signal Processing (ICICSP 2021) |
| An Adaptive Arbitrary Multiresolution Decomposition for Multiscale Geometric Analysis | Zhengzhi Lu, Guoan Yang, Junjie Yang, Yuhao Wang | 2021-08-24 | IEEE Transactions on Multimedia |
| A Convolutional Neural Network with Sparse Representation | Guoan Yang, Junjie Yang, Zhengzhi Lu, Deyang Liu | 2020-09-24 | Knowledge-Based Systems（中科院二区，JCR一区，影响因子IF=6.075） |
| A robust traffic scene recognition algorithm based on deep learning and Markov localization | Guoan Yang, Zirui Zhao, Zhengzhi Lu, Junjie Yang, Deyang Liu, Yong Yang, Chuanbo | 2020-09-14 | 3rd IEEE International Conference on Information Communication and Signal Proces |
| An Adaptive Arbitrary Multiresolution Decomposition for Multiscale Geometric Analysis | Zhengzhi Lu, Guoan Yang, Junjie Yang, Yuhao Wang | 2020-08-21 | IEEE Transactions on Multimedia，中科院二区Top期刊，中科院一区（CCF类），JCR Q1，IF=6.051（2019），DOI: 10.1109/TMM.2020.3017921 |
| A novel image recognition approach using multiscale saliency model and GoogLeNet | Guoan Yang, Libo Jian, Zhengzhi Lu, Deyang Liu | 2020-08-21 | 2020 International Symposium on Electronic Imaging (EI2020) |
| A combined HMM-PCNN model in the contourlet domain for image data compression | Guoan Yang, Junjie Yang, Zhengzhi Lu, Yuhao Wang | 2020-08-13 | Plos One (JCR二区；影响因子IF=3.226) |
| A Novel Circular Flexible Multiscale Geometric Analysis Method | Zhengzhi Lu, Guoan Yang, Junjie Yang, Yuhao Wang | 2020-02-20 | IEEE Access (JCR一区，IF=4.540) |
| A novel image recognition approach using multiscale saliency model and GoogLeNet | Guoan Yang，Libo Jian，Zhengzhi Lu，Junjie Yang，Deyang Liu | 2020-01-28 | 2020 International Symposium on Electronic Imaging |
| Fast and Robust Vanishing Point Detection Using Contourlet Texture Detector for Unstructured Road | Guoan Yang,Yuhao Wang，Junjie Yang,Zhengzhi Lu | 2019-09-27 | IEEE Access, （JCR一区，IF=4.540） |
| An Adaptive Contourlet HMM/PCNN Model of Sparse Representation for Image Denoising | Guoan Yang, Zhengzhi Lu, Junjie Yang, and Yuhao Wang | 2019-07-18 | IEEE Access （JCR一区，IF=4.540） |
| Research on Visual Saliency Model Based on CovSal Algorithm and Histogram Contrast | Guoan Yang, Xinyu Zhang, Zhengzhi Lu, Yuhao Wang, Junjie Yang, Wenyi Ren | 2018-12-14 | ACM The 6th International Conference on Control, Mechatronics and Automation |
| An Optimization Approach of Compressive Sensing Recovery Using Split Quadratic Bregman Iteration with Smoothed ℓ0 Norm | Guoan Yang, Yuning You, Zhengzhi Lu, Junjie Yang, Yuhao Wang | 2018-05-09 | IEEE International Conference on Image Processing, Applications and Systems |
| A novel image fusion algorithm using an NSCT and a PCNN with digital filtering | Guoan Yang, Chihiro Ikuta, Songjun Zhang, Yoshifumi Nishio, Zhengzhi Lu | 2018-01-12 | International Journal of Image and Data Fusion |
| Defringing in interference imaging spectrometer based on BEMD and PCA | Wenyi Ren, Dan Wu b, Guoan Yang, Jiangang Jiang, Yingge Xie, Guangyuan Du | 2017-12-14 | Optik |
| Bi-dimensional empirical mode decomposition based fringe-like pattern | Wenyi Ren , Qizhi Cao, Jiangang Jiang, Guoan Yang et al. | 2017-11-08 | Optics Communications |
| A novel image fusion algorithm using an NSCT and a PCNN with digital filtering | Guoan Yang, Chihiro Ikuta, Songjun Zhang, Zhengzhi Lu et al | 2017-10-04 | International Journal of Image and Data Fusion |
| Wavelet transform based defringing in interference imaging spectrometer | Wenyi Ren,Qizhi Cao,Dan Wu,Jiangang Jiang,Guoan Yang,Yingge Xie,Sheqi Zhang | 2017-07-10 | Optics Express （JCR一区，IF=3.561） |
| Safety on Teleoperation Demining wheeled robots based on fuzzy logic controller and haptic system | Yekkehfallah Majid,Yuanli Cai,Guao Yang, Naebi Ahmad, ZolghadrJavad | 2017-03-16 | Journal of Robotics, Networking and Artificial Life |
| Principle component analysis based hyperspectral image fusion in imaging spectropolarimeter | Wenyi Ren， Dan Wu， Jiangang Jiang， Guoan Yang， Chunmin Zhang | 2017-02-28 | SPIE Second International Conference on Photonics and Optical Engineering |
| Principle component analysis based hyperspectral image fusion in imaging spectropolarimeter | Wenyi Ren, Dan Wu, Jiangang Jiang, Guoan Yang, Chunmin Zhang | 2016-10-14 | 2nd 2016 International Conference on Photonics and Optical Engineering (icPOE) |
| Multi-layer perceptron with glial Chain | Chihiro Ikuta, Yoshifumi Nishio, Yoko Uwate, Guoan Yang | 2016-03-01 | IEICE Transactions on Fundamentals |
| A Novel Optimization Design Approach for Contourlet Directional Filter Banks | Songjun Zhang, Guoan Yang, Zhengxing Cheng, Huu van de Wetering, Chihiro Ikuta | 2014-08-13 | IEICE Electronics Express |
| A Novel Fusion Algorithm for Visible and Infrared Image using Non-subsampled Contourlet Transform and Pulse-coupled Neural Network | Chihiro Ikuta,Guoan Yang and Yoshifumi Nishio | 2014-01-08 | Conf. on Computer Vision Theory and Applications |
| Multi-Layer Perceptron Including Glial Pulse and Switching between Learning and Non-Learning | Chihiro IKUTA, Yoshifumi NISHIO and Guoan YANG | 2013-05-28 | IEEE Int. Symposium on Circuits and Systems |
| Investigation of Glia-Neuron Network with Group Learning of Hidden-Layer Neurons | Chihiro IKUTA,Yoshifumi NISHIO and Guoan YANG | 2013-03-06 | Proceedings of RISP International Workshop |
| Improvement of Learning Performance of Multi-Layer Perceptron by Two Different Pulse Glial Networks | Chihiro IKUTA,Yoshifumi NISHIO and Guoan YANG | 2012-12-26 | IEEE Asia Pacific Conf. on Circuits and Systems |
| 纯电动汽车智能仪表显示与控制装置 | 李复活，杨国安，曹秉刚，闫刘，陈文迪，郭志 | 2012-12-26 | 实用新型专利 |
| Multi-Layer Perceptron Decided Leaning Neurons by Regular Output Glias | Chihiro IKUTA, Yoshifumi NISHIO and Guoan YANG | 2012-10-28 | Symposium on Nonlinear Theory and its Applications |
| Multiclass Support Vector Machines Based on Multiobjective Optimization | Keiji Tatsumi, Tetsuzo Tanino | 2012-10-24 | 西安交通大学电子与信息工程学院学术报告 |
| Optimization Design of Biorthogonal Wavelet Filter Banks for Extending JPEG 2000 Standard Part-2 | Guoan Yang，Huub van de Wetering，Songjun Zhang | 2012-08-06 | Springer Journal of Signal Processing Systems |
| A novel 9/7 wavelet filter banks for texture image coding | Songjun Zhang, Guoan Yang, Huub van de Wetering | 2012-06-06 | International Journal of Advanced Research in AI |
| Hopfield Neural Network with Glial Network | Chihiro IKUTA, Yoshifumi NISHIO and Guoan YANG | 2012-03-18 | Proceedings of RISP International Workshop |
| Contourlet Filter Design Based on Chebyshev Best Uniform Approximation | Guoan Yang, XF Fang, ML Jing, SJ Zhang, M Hou | 2010-07-02 | EURASIP Journal on Advances in Signal Processing |
| A Novel Design Approach for Contourlet Filter Banks | Guoan Yang, Huub van de Wetering, Ming Hou, Chihiro Ikuta | 2010-07-01 | IEICE Transaction on Information and Systems |
| An Image Coding Method Based on Wavelet Adaptive Contourlet Transform | Guoan Yang, Zhiqiang Tian, Chongyuan Bi, | 2009-04-24 | IEEE Int. Joint Conf. on CSO |
| A Optimization Algorithm for Biorthogonal Wavelet Filter Banks Design | Guoan Yang,Nanning Zheng | 2008-06-02 | Int. J. Wavelet, Multiresolution and Inf. Proc. |
| 17/11双正交小波的优化设计及其图像压缩性能分析 | 刘在德，郑南宁，刘跃虎，杨国安，田丽华 | 2007-06-02 | 电子与信息学报自然科学版 |
| Optimal Wavelet Filter Design for Remote Sensing Image Compression | Yang Guoan, Zheng Nanning, Guo Shugang | 2007-03-02 | Journal of Electronics |
| A new wavelet lifting scheme for image compressions | Guoan Yang，Shugang Guo | 2006-08-26 | Springer LNCS 4153 |
| Extensible JPEG2000 Image Compression Systems | Guoan Yang, Nanning Zheng, Cuihua Li， Shugang Guo | 2005-12-14 | 2005 IEEE Int. Conf. on ICIT |
| 基于一阶自回归过程的7/5小波滤波器优化算法 | 杨国安，郑南宁，刘跃虎，刘在德 | 2005-12-02 | 西安交通大学学报自然科学版 |
| 有理系数9/7双正交小波滤波器组的设计 | 刘在德，郑南宁，宋永红，杨国安，田丽华 | 2005-08-02 | 西安交通大学学报自然科学版 |
| 7/5小波滤波器簇及其图像压缩性能研究 | 杨国安，郑南宁，刘跃虎，刘在德 | 2005-07-06 | 西安交通大学学报自然科学版 |
| 卷积码及其维特比译码算法的软件实现 | 徐超颖，杨国安，石永光，郑南宁 | 2003-02-02 | 西安交通大学学报自然科学版 |
| Threshold image segmentation based on Fuzzy theory and promoted genetic algorithm | Songfeng Zheng，Nanning Zheng，Guoan Yang, Fei Sun | 2002-10-07 | ISITA2002 |
| Unicode local conversion method in Embedded system | Xinli Geng，Li Wang, Guoan Yang, Nanning Zheng | 2002-10-02 | ISITA2002 |
| 一种应用于8×8二维DCT/IDCT的高效结构 | 山洪刚，郑南宁，杨国安，张光烈 | 2002-06-01 | 半导体技术 |
| 出版物 | 作者 | 出版日期 | 出版社 |
|---|---|---|---|
| 运动控制系统综合实验教程（第二版） | 杨国安，刘小勇，杨旸 | 2017-01-16 | 西安交通大学出版社 |
| 运动控制系统综合实验教程 | 杨国安，刘小勇，杨旸 | 2014-04-01 | 西安交通大学出版社 |
| 数字控制系统-分析、设计与实现 | 杨国安 | 2008-02-01 | 西安交通大学出版社, |
| 项目编号 | 项目名称 | 项目来源 | 起讫时间 | 承担角色 | 项目类别 |
|---|---|---|---|---|---|
| 2018YFB1700104 | 面向典型行业的智能工厂解决方案 | 国家科技部重点研发计划项目 | 2019-1~ | 负责人 | 纵向项目 |
| 20180519 | 纯电动汽车环境感知的算法研究 | 河南电动汽车科技有限公司 | 2018-5~2019-12 | 负责人 | 横向项目 |
| 61673314 | 基于生物视觉稀疏编码特性和显著性特征的多尺度几何分析纹理模型研究 | 国家自然科学基金项目 | 2017-1~ | 负责人 | 纵向项目 |
| 61573272 | 基于频谱数据驱动的复杂机电耦合系统故障诊断方法及应用研究 | 国家自然科学基金项目 | 2016-1~ | 骨干成员 | 纵向项目 |
| 11504297 | 一种压缩编码孔径成像光谱偏振技术的研究 | 国家自然科学基金项目 | 2016-1~ | 骨干成员 | 纵向项目 |
| 20130205 | 基于CAN总线的纯电动汽车电机控制系统开发 | 其他 | 2013-1~ | 负责人 | 横向项目 |
| 20110806 | 纯电动汽车CAN总线通信与控制策略优化 | 其他 | 2011-5~ | 负责人 | 横向项目 |
| 60635050 | 高效可伸缩视频编解码基础理论与方法研究 | 国家自然科学基金项目 | 2007-1~ | 骨干成员 | 纵向项目 |
| 2007CB311005 | 基于视觉信息环境感知与目标识别关键技术 | 973项目 | 2007-10~ | 骨干成员 | 纵向项目 |
| 2006BAH02A13-2 | 数字媒体内容互通共用关键技术平台 | 国务院各部委项目 | 2006-12~ | 骨干成员 | 纵向项目 |
| 2002AA1Z135150 | 基于DWT的JPEG2000图像处理与场景数据传输 | “863”高科技项目 | 2002-7~ | 骨干成员 | 纵向项目 |
| 20010032 | 高端网络打印机图像、图形和文字处理算法与实现技术 | 其他 | 2001-5~ | 负责人 | 横向项目 |
| 60021302，60024301 | 智能化视觉信息处理理论与实现技术 | 国家自然科学基金项目 | 2001-10~2006-9 | 骨干成员 | 纵向项目 |
| 专利名称 | 申请号 | 专利类型 | 申请日期 |
|---|---|---|---|
| 一种用于多尺度几何分析的金字塔分解方法 | 202010711996.2 | 发明 | 2020.07.22 |
| 一种基于STA-TSN的人类行为识别方法及系统 | 202110827413.7 | 发明 | 2020.01.01 |
| 一种非结构化道路单幅图像道路消失点检测方法 | 201910717932.0 | 发明 | 2019.08.05 |
| 纯电动汽车智能仪表显示与控制装置 | ZL201220279230.2 | 实用新型 | 2012.12.26 |
| 一种分布式多格式数字视频转码结构设计方法 | 200810236508.6 | 发明 | 2009.06.17 |
| 数字视频全解全编多窗口高效实时转码系统平台 | 编号:091686 | 发明 | 2008.02.28 |
| 一种基于JPEG2000图像压缩的7/5小波内核优化设计算法 | 200610043189.8 | 发明 | 2006.07.20 |
【1】博士后特别研究员招聘启事（长年有效）：
在国家自然科学基金项目的支持下，在此招聘博士后特别研究员1-3名，研究方向是计算机视觉、图像处理与机器学习、无人驾驶技术等，待遇从优，每年的科研薪酬不低于18万元人民币，可享受西安交通大学的子女入托、入园、小学及中学入学的待遇，以及其他保险待遇，有意者请联系杨老师，联系方式：电话：029-82668065；E-mail：gayang@mail.xjtu.edu.cn
【2】博士研究生招生信息（国外全额奖学金，长年有效）：
学校：东京首都大学(Tokyo Metropolitan University)
学校排名：日本国内第7位(The Times Higher Education World University Ranking 2011-2012)，2014年亚洲大学排名第27位。
专业：理工学研究科自动控制研究室。
指导教师：小口俊树准教授(Prof.Toshiki Oguchi)
招收专业：控制工程，信息工程，机械工程，应用数学等。
奖学金：每月17万日圆并免除学费，另外还有住房补贴，并提供一次赴日机票。
基本要求：作为博士研究生在入学时已经或者能够取得硕士学位，所学专业为自动化、电气工程、电子工程、信息工程和机械工程，并且英语和计算机编程良好。
(创新港)
