电子科技大学（深圳）高等研究院
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| 导师代码： |
10970
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| 导师姓名： |
周雪
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| 性 别： |
女 |
| 特 称： |
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| 职 称： |
教授
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| 学 位： |
工学博士学位
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| 属 性： |
专职 |
| 电子邮件： |
zhouxue
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uestc.edu.cn
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| 学术经历：
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2003.09-2008.07中国科学院自动化研究所 硕博连读;
2008.07-2010.07电子科技大学自动化工程学院 讲师;
2010.07-至今电子科技大学自动化工程学院 副教授;
2011.05-2012.05澳大利亚阿德莱德大学计算机学院 访问学者
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| 个人简介：
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目前主要从事视频数据挖掘、人体目标检测跟踪和行人重识别等方面的研究工作。先后作为第一项目负责人主持三项国家自然科学基金项目及多项省部级项目。发表SCI和EI检索论文30余篇，申请专利20余项，授权10项。担任中国自动化学会模式识别与机器智能专业委员会委员。指导的研究生获得IEEE VCIP2018(Visual Communications and Image Processing)视觉通信和图像处理国际会议最佳学生论文奖(唯一)。
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| 科研项目：
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主持三项国家自然科学基金项目:
NSFC No.60905015: 融合颜色和形状的基于水平集的目标轮廓跟踪;
NSFC No.61472063:基于超像素的判别式目标主动轮廓跟踪;
NSFC No.61972071:多任务驱动弱监督下的多人体目标主动轮廓跟踪;
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| 研究成果：
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[1] Xue Zhou, Xi Li* and Weiming Hu, “Learning A Superpixel-Driven Speed Function for Level Set Tracking”, IEEE Trans. on Cybernetics, vol.46, no.7, pp.1498-1510, 2016.
[2] Xue Zhou and Xi Li*, “Dynamic Spatio-Temporal Modeling for Human Silhouette Reconstruction”, Signal Processing, vol. 110, pp. 27-36, 2015.
[3] Weiming Hu*, Xue Zhou, Wei Li, Wenhan Luo, Xiaoqin Zhang and Stephen Maybank, “Active contour-based visual tracking by integrating colors, shapes and motions”, IEEE Trans. on Image Processing（TIP）, vol.22, no.5, pp. 1778-1792, 2013.
[4] Yuting Xu, Xue Zhou*, Pengfei Liu and Hongbing Xu, “Rapid Pedestrian Detection Based on Deep Omega-Shape Features with Partial Occlusion Handling”, Neural Processing Letters, vol.49, pp. 923-937, 2019.
[5] Weiming Hu*, Xue Zhou, Min Hu and Stephen Maybank, “Occlusion Reasoning for Tracking Multiple People”, IEEE Trans. on Circuits and Systems for Video Technology (CSVT), vol.19, no.1, pp.114-121, 2009.
[6] Weiming Hu*, Min Hu, Xue Zhou, Tieniu Tan, Jianguang Lou and Stephen Maybank, “Principal axis-based correspondence between cameras for people tracking”, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol.28, no.4, pp. 663-671, 2006.
[7] Kexin Chen, Xue Zhou*, Qidong Zhou and Hongbing Xu, “Adversarial Learning-based Data Augmentation for Rotation-Robust Human Tracking”, in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 12-17, UK, 2019.
[8] Kexin Chen, Xue Zhou*, Wei Xiang and Qidong Zhou, “Data Augmentation Using GAN for Multi-Domain Network-based Human Tracking”, in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), December 9-12, Taichung, Taiwan, 2018. (Best Student Paper Award)
[9] Yuting Xu, Xue Zhou*, Pengfei Liu and Hongbing Xu, “Real-Time Pedestrian Detection in Crowded Scenes Using Deep Omega-Shape Features”, in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April 15-20, Canada, 2018.
[10] Xue Zhou*, Kexin Chen and Qidong Zhou, “Superpixel-Based Level Set Tracking by Integrating Appearance and Motion”, in Proc. of IEEE International Conference on Visual Communications and Image Processing (VCIP), December 10-13, USA, 2017.
[11] Xue Zhou*, “Sparseness Constrained NMF-based Shape Priors for Level Set Tracking”, in Proc. of IEEE International Instrumentation & Measurement Technology Conference (I2MTC), May 23-26, Taipei, 2016.
[12] Xue Zhou, Xi Li*, Tat-Jun Chin and David Suter, “Superpixel-Driven Level Set Tracking”, IEEE International Conference on Image Processing (ICIP), September 30-October 3, USA, 2012.
[13] Xue Zhou, Xi Li*, Tat-Jun Chin and David Suter, “Adaptive Human Silhouette Reconstruction Based on the Exploration of Temporal Information”, in Proc. of International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 25-30, Kyoto, 2012.
[14] Wei Li, Xiaoqin Zhang, Weiming Hu*, Haibing Ling and Xue Zhou, “Discriminative Level Set for Contour Tracking”, in Proc. of IEEE International Conference on Pattern Recognition (ICPR), August 23-26, Turkey, 2010.
[15] Xue Zhou, Xi Li and Weiming Hu*, “Level Set Tracking with Dynamical Shape Priors”, in Proc. of IEEE International Conference on Image Processing (ICIP), October 12-15, USA, 2008.
[16] Xue Zhou, Weiming Hu*, Ying Chen and Wei Hu, “Markov Random Field Modeled Level Sets Method for Object Tracking with Moving Cameras”, in Proc. of Asian Conference on Computer Vision (ACCV), November 18-22, Tokyo, 2007.
[17] 周雪，胡卫明*，“融合颜色和增量形状先验的目标轮廓跟踪”，自动化学报，35(11)，pp.1394-1402, 2009.
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| 专业研究方向：
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| 专业名称 |
研究方向 |
招生类别 |
| 085400电子信息 |
04“控制科学与工程”研究方向组，08“控制科学与工程”研究方向组（非全） |
博士专业学位 |
| 085406控制工程 |
01控制科学与工程 |
硕士专业学位 |
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