讲师

姓名:张雪 性别:女 学历:博士研究生

职称:讲师/学术副教授 办公室:J13-216 隶属部门:计算机科学与技术系

联系方式:xuezhang@sdust.edu.cn

个人简介:

2019年6月毕业于北京交通大学信息科学研究所数字媒体信息处理研究中心,获信号与信息处理专业博士学位。2022年4月加入糖心vlog。主要研究方向包括图像/视频处理、图信号处理、机器学习等。主持北京交通大学研究生创新项目2项,山东科技大学“菁英计划B类人才”项目1项。参与包括国家重点研发计划、国家自然科学基金重大合作、加拿大自然科学基金等科研项目10余项。在IEEE TIP、IEEE TCSVT、ICASSP、ICIP等国内外学术期刊及会议上发表学术论文20余篇,授权国家发明专利2项,申请美国发明专利1项。

详细信息:

image.png


海外学术经历:

(1) 2019-072022-03,加拿大约克大学-VISTA (York University-Vision: Science to Applications),博士后研究员

(2) 2018-012018-08,日本国立情报学研究所 (National Institute of InformaticsNII),联合培养博士

(3) 2015-102017-09,瑞士洛桑联邦理工大学 (École Polytechnique Fédérale de LausanneEPFL)CSC联合培养博士

代表性论文:

[1]. Xue Zhang, Gene Cheung, Jiahao Pang, Yash Sanghvi, Abhiram Gnanasambandam and Stanley H. Chan, “Graph Based Depth Denoising & Dequantization for Point Cloud Enhancement,” IEEE Transactions on Image Processing, vol. 31, pp. 6863-6878, Oct. 2022. (SCI,中科院一区TOP)

[2]. Xue Zhang, Gene Cheung, Yao Zhao, Patrick Le Callet, Chunyu Lin and Jack Z. G. Tan, “Graph Learning based Head Movement Prediction for Interactive 360 Video Streaming,” IEEE Transactions on Image Processing, vol. 30, pp. 4622-4636, Apr. 2021. (SCI,中科院一区TOP)

[3]. Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao and Chunyu Lin, “Adaptive Streaming in Interactive Multiview Video Systems,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 4, pp. 1130-1144, Apr. 2019. (SCI,中科院一区TOP)

[4]. Xue Zhang, Yao Zhao, Tammam Tillo and Chunyu Lin, “A Packetization Strategy for Interactive Multiview Video Streaming over Lossy Networks,” Signal Processing, vol. 145, pp. 285-294, Apr. 2018. (SCI,中科院二区)

[5]. Xue Zhang, Gene Cheung, Patrick Le Callet and Jack Z. G. Tan, “Sparse Directed Graph Learning for Head Movement Prediction in 360 Virtual Reality,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020. (CCF B)

[6]. Xue Zhang, Gene Cheung, Jiahao Pang and Dong Tian, “3D Point Cloud Enhancement Using Graph-Modelled Multiview Depth Measurements,” IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, Oct. 2020. (CCF C)

[7]. Xue Zhang, Laura Toni, Pascal Frossard, Yao Zhao and Chunyu Lin, “Optimized Receiver Control in Interactive Multiview Video Streaming Systems,” IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1-6. (CCF C)

[8]. Xue Zhang, Anhong Wang, Bing Zeng, Lei Liu and Zhuo Liu, “Adaptive Block-wise Compressive Image Sensing based on Visual Perception,” IEICE Transactions on Information and Systems, vol. 96, no. 2, pp. 383-386, Feb. 2013. (SCI)

[9]. Xue Zhang, Anhong Wang, Bing Zeng and Lei Liu, “Adaptive Distributed Compressed Video Sensing,” Journal of Information Hiding & Multimedia Signal Processing, vol. 5, no. 1, pp. 95-103, Oct. 2014. (EI)

[10]. Xue Zhang, Yao Zhao, Tammam Tillo, Chunyu Lin, Jimin Xiao and Anhong Wang, “Packetization Strategies for MVD-based 3D Video Transmission,” IEEE International Conference on Visual Communications and Image Processing (VCIP), Chengdu, China, Nov. 2016, pp. 1-4. (EI)

[11]. Xue Zhang, Yao Zhao, Chunyu Lin, Huihui Bai, Chao Yao and Anhong Wang, “Warping-Driven Mode Selection for Depth Error Concealment,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, USA, Dec. 2014pp. 302-306. (EI)

[12]. Shansong Wang, Qingtian Zeng, Weijian Ni, Xue Zhang and Cheng Cheng, “Multi-modal Pseudo-Information Guided Unsupervised Deep Metric Learning for Agricultural Pest Images”, Information Sciences, vol. 630, pp. 443-462. June 2023. (SCI, 中科院一区TOP)

[13]. Fen Wang, Taihao Li and Xue Zhang. “Revisit Sampling Theory of Bandlimited Graph Signals: One Bridge Between GSP and DSP”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, June 2023. (CCF B)

[14]. Shansong Wang, Qingtian Zeng, Xue Zhang and Weijian Ni, “Hierarchical Class Level Attribute Guided Generative Meta Learning for Pest Image Zero-shot Learning”, IEEE International Conference on Multimedia & Expo (ICME). Brisbane, Australia, July 2023. (CCF B)

[15]. Fei Chen, Gene Cheung and Xue Zhang, “Fast Computation of Generalized Eigenvectors for Manifold Graph Embedding,” IEEE Data Science and Learning Workshop (DSLW), Singapore, May 2022. (25%接收率)

[16]. Fei Chen, Gene Cheung and Xue Zhang, “Fast & Robust Image Interpolation using Gradient Graph Laplacian Regularizer,” IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, Sep. 2021. (CCF C)

[17]. Ning Yu, Chunyu Lin, Yao Zhao, Meiqin Liu and Xue Zhang, “360 Video Compression based on Sphere-rotated Frame Prediction,” IET Image Processing, vol. 14, no. 12, Oct. 2020. (SCI)

[18]. Shiyuan Li, Chunyu Lin, Kang Liao, Yao Zhao and Xue Zhang, “Panoramic Image Quality-Enhancement by Fusing Neural Textures of the Adaptive Initial Viewport,” IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2020.  

[19]. Zhuo Liu, Anhong Wang, Bing Zeng, Xue Zhang, Huihui Bai and Zhihong Li, “Distributed Compressive Video   Sensing with Adaptive Measurements Based on Structural Similarity,” Chinese Journal of Electronics, vol. 22, no. 3, pp. 594-598, Jul. 2013. (SCI)