张欣欣   

Title:Research Associate
Supervisor of Master's Candidates

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Language:English

Biography

张欣欣,博士,助理研究员,硕士生导师。2020年7月毕业于香港中文大学,取得博士学位。主要从事图像处理和计算机视觉方面的研究,目前具体的研究方向为图像配准,图像增强。主持国家自然科学基金青年项目1项,山东省自然科学基金青年项目1项,横向项目1项。在TIP、TCSVT、TMM等国际期刊和国际会议上发表学术论文若干篇,取得多项国内外授权发明专利,并担任TGRS、TCSVT、ICME、ICASSP、IET-IPR等国际期刊、会议审稿人。



Research Area

Image Processing

     -Natural images, satellite images and medical images registration

     -Image and video enhancement and restoration (image deblurring, image reflection removal, image super-resolution)


招生信息

招生类别  招生专业(2024年度招生名额,?表示未知)

学术型硕士 软件工程(0),人工智能(0)

专业型硕士 软件工程(?),电子信息-人工智能方向(?)

招生要求及说明:

有自主学习能力,良好的数学基础,熟悉至少一门编程语言,乐观开朗

有意向的硕士考生请在确认被录取后与我联系。


Project

Image Registration  Click to find more information: Image registration results

Image Deblurring   Click to find more informationImage deblurring

Image Reflection Removal   Click to find more informationImage reflection removal


Funding

1、国家自然科学基金青年项目,2022.01-2024.12,主持

2、山东省自然科学基金青年项目,2022.01-2024.12,主持

3、山东省自然科学基金面上项目,主持

4、山东省青年科技人才托举工程,主持

5、山东大学本科教育教学改革研究项目,主持


Selected Publications

* corresponding author

[1] Hao Fang,  Tong Zhang, Xiaofei Zhou, Xinxin Zhang*. Learning Better Video Query with SAM for Video Instance Segmentation [J].  IEEE Transactions on Circuits and Systems for Video Technology, 2024. (中科院JCR一区)

[2] Xinxin Zhang,  Wenjing Shang, Qiangchang Wang, Yongshun Gong, Qifang Liu. Spatio-Temporal Multi-Image Reflection Removal [J] IEEE Signal Processing Letters,2024. (中科院JCR二区)

[3] Hao Fang, Peng Wu, Yawei Li, Xinxin Zhang, and Xiankai Lu. Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation [C]. European Conference on Computer Vision, 2024. (CCF-B)

[4] Xinxin Zhang,  Xiankai Lu, Jizhou Li, Yongshun Gong, Qiangchang Wang, Yilong Yin. Two-phase Parametric Registration for Retinal Images [C]. IEEE Conference on Multimedia Expo, 2024. (CCF-B)

[5] Jin Huang, Yongshun Gong, Yang Shi, Xinxin Zhang, Jian Zhang, Yilong Yin. Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection [J]. IEEE Transactions on Multimedia, 2024. (中科院JCR一区)

[6] Shilu Yuan, Dongfeng Li, Wei Liu, Xinxin Zhang, Meng Chen, Junjie Zhang, Yongshun Gong. Fine-Grained Urban Flow Inference with Dynamic Multi-scale Representation Learning [C]. 29th International Conference on Database Systems for Advanced Applications (DASFAA 2024) . (CCF-B)

[7] Xinxin Zhang,  Kaixin Xing, Qifang Liu, Da Chen, Yilong Yin. Single Image Reflection Removal Based on Dark Channel Sparsity Prior [J].  IEEE Transactions on Circuits and Systems for Video Technology, 2023. (中科院JCR一区)

[8] Mengyi Wang, Xinxin Zhang*, Yongshun Gong, Yilong Yin. Personalized Single Image Reflection Removal Network through Adaptive Cascade Refinement [C]. ACM Multimedia, 2023. (CCF-A)

[9] Xu Zhang, Yongshun Gong, Xinxin Zhang, Xiaoming Wu, Chengqi Zhang, Xiangjun Dong. Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction [C]. CIKM, 2023. (CCF-B)

[10] Xinxin Zhang, Ronggang Wang, Da Chen, Yang Zhao, Wen Gao. Handling Outliers by Robust M-estimation in Blind Image Deblurring [J]. IEEE Transactions on Multimedia, 2021, 23: 3215 - 3226. (中科院JCR一区)

[11] Da Chen, Jian Zhu, Xinxin Zhang, Minglei Shu, Laurent D. Cohen. Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement [J]. IEEE Transactions on Image Processing2021, 30: 5138-5153.(中科院JCR一区)

[12] Xinxin Zhang*, Christopher Gilliam, Thierry Blu. All-pass Parametric Image Registration [J]. IEEE Transactions on Image Processing2020, 29: 5625-5640.(中科院JCR一区)

[13] Xinxin Zhang*, Christopher Gilliam, Thierry Blu. Parametric Registration for Mobile Phone Images[C]. 2019 IEEE International Conference on Image Processing. IEEE, 2019: 1312-1316 

[14] Xinxin Zhang*, Christopher Gilliam, Thierry Blu. Iterative Fitting After Elastic Registration: An Efficient Strategy for Accurate Estimation of Parametric Deformations [C]. 2017 IEEE International Conference on Image Processing. IEEE, 2017: 1492-1496. 

[15] Xinxin Zhang, Ronggang Wang, Xiubao Jiang, Wenmin Wang, Wen Gao. Spatially Variant Defocus Estimation and Deblurring from a Single Image [J]. Journal of Visual Communication and Image Representation, 2016, 35: 257-264. 

[16] Xinxin Zhang, Ronggang Wang, Yonghong Tian, Wenmin Wang, Wen Gao. Image Deblurring Using Robust Sparsity Priors [C]. 2015 IEEE International Conference on Image Processing. IEEE, 2015: 138-142. 



Patents

       [1]  基于视差引导的双目图像超分辨重建方法及系统

  [2]基于时空信息的多张图像去反光方法及系统

  [3]自适应单张图像反光去除方法、装置、设备及存储介质

  [4]单张图像去反光方法、装置、设备及存储介质

      [5] Xinxin Zhang, Ronggang Wang, Zhenyu Wang, Wen GaoMethod and system for image de-blurring (美国)

[6] Ronggang Wang, Xinxin Zhang, Zhenyu WangWen Gao, Image deblurring method based on bright fringe information in image(美国)

[7] Ronggang Wang, Xinxin Zhang, Zhenyu WangWen Gao, Deblurring method and device for out-of-focus blurred image(美国)

       [8]  王荣刚,张欣欣,王振宇, “图像去模糊软件 V1.0”

[9]  张欣欣,王荣刚,王振宇,高文,图像去模糊方法及系统(中国)

[10]  王荣刚,张欣欣,王振宇,高文,一种失焦模糊图像的去模糊方法和装置国)

[11]  王荣刚,张欣欣,王振宇,高文,基于图像中亮条纹信息的图像去模糊方法国)




Teaching

1. 工程数学(硕士研究生)

2. 概率与统计

3. 深度学习及应用

4. 机器学习平台与实践(双语)

5. 数理逻辑和数学分析(双语)



Education

  • 2016.8-2020.7  

    香港中文大学       Doctor

  • 2013.9-2016.7  

    北京大学       Master

  • 2009.9-2013.7  

    西北农林科技大学       Bachelor

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