张欣欣，博士，副教授，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。入选山东省青年科技人才托举计划，主持国家自然科学基金青年项目、山东省自然科学基金青年项目、面上项目、企事业单位委托科研课题。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（1），电子信息-人工智能方向（1）

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，有礼貌，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 information：Image deblurring

Image Reflection Removal   Click to find more information：Image reflection removal

Funding

1.国家自然科学基金青年项目，主持

2.山东省自然科学基金青年项目，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.企事业单位委托科研课题，主持

6.山东大学本科教育教学改革研究项目，主持

Selected Publications

* corresponding author

[1] Bingting Li,  Xinxin Zhang*, Wenjing Shang, Yongshun Gong, Qiangchang Wang, Yilong Yin. Disparity-Guided Cross-View Transformer For Stereo Image Super-Resolution [C].   IEEE International Conference on Acoustics, Speech, and Signal Processing, 2025. (CCF-B)

[2] Jinglin Zhang, Qiangchang Wang, Xinxin Zhang, Yilong Yin. LOFI: Harnessing Attention Dynamics for Facial Expression Recognition with Noisy Labels [C].   IEEE International Conference on Acoustics, Speech, and Signal Processing, 2025. (CCF-B)

[3] Zhaohui Li, Qiangchang Wang, Lu Chen, Xinxin Zhang, Yilong Yin. Cascaded Cross-modal Alignment for Visible-Infrared Person Re-Identification [J]. Knowledge-Based Systems, 2024. (中科院JCR一区)

[4] 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)

[5] 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)

[6] 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）

[7] 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）

[8] 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)

[9] 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）

[10] 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)

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

[12] 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）

[13] 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)

[14] 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 Processing，2021, 30: 5138-5153.(中科院JCR一区)

[15] Xinxin Zhang*, Christopher Gilliam, Thierry Blu. All-pass Parametric Image Registration [J]. IEEE Transactions on Image Processing，2020, 29: 5625-5640.(中科院JCR一区)

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

[17] 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. 

[18] 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. 

[19] 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 Gao，Method and system for image de-blurring （美国）

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

[7] Ronggang Wang, Xinxin Zhang, Zhenyu Wang，Wen 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（中国）

[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（中国）

Award

山东省人工智能科技进步一等奖

青岛市科学技术二等奖

山东大学青年教师教学比赛二等奖

软件学院青年教师教学比赛一等奖

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)