沈学林

特聘副研究员

学习&工作经历：

2022~至今 人工智能与数字经济广东省实验室（深圳），特聘副研究员（大数据智能处理与分析团队）

2018~2022 香港城市大学，计算机科学，博士

2014~2018 中山大学，软件工程，硕士

2010~2014中山大学，自动化，本科

邮箱： shenxuelin@gml.ac.cn

研究领域：

机器视觉，机器视觉编码，视频编码，全景图像，质量评价，视觉感知

学术任职：

顶级学术期刊IEEE Transaction on Cybernetic (T-CYB)，IEEE Transactions on Multimedia (T-MM), IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) 以及 IEEE ICME， IEEE ICASSP 等著名学术会议审稿人。

代表性成果：

Xuelin Shen , Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang, Sam Kwong: Just Noticeable Distortion Profile Inference: A Patch-level Structural Visibility Learning Approach. IEEE Transactions on Image Processing, 2020, 30: 26-38.

发表论文论著：

[1] Xuelin Shen , Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang and Sam Kwong, “Just Noticeable Distortion Profile Inference: A Patch-level Structural Visibility Learning Approach”, IEEE Transactions on Image Processing, 2020, 30: 26-38.

[2] Xuelin Shen, Kangsheng Yin, Xu Wang, Yulin He, Shiqi Wang and Wenhan Yang. “Image Coding for Analytics via Adversarially Augmented Adaptation”, ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.3602-3609.

[3] Kang Xiao, Xu Wang, Yulin He, Baolaing Chen and Xuelin Shen*, “Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement”, 2024 IEEE International Conference on Multimedia and Expo (ICME), 2024.

[4] Xuelin Shen, Xinfeng Zhang, Shiqi Wang, Sam Kwong and Guopu Zhu, “Just Noticeable Distortion Based Perceptually Lossless Intra Coding”, 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020: 2058-2062.

[5] Xuelin Shen , Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang and Sam Kwong, “A JND Dataset based on VVC Compressed Images”, 2020 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2020: 1-6.

[6] Silin Zheng, Qiudan Zhang, Xuelin Shen* and Xu Wang, “Towards 360◦ Image Compression for Machines via Modulating Pixel Significance”, Multimedia Tools and Applications, 2024.

[7] Xuelin Shen , Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang and Sam Kwong, “A JND Dataset based on VVC Compressed Images”,  2020 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2020: 1-6.

[8] Xuelin Shen , Qing Yang, Peilin Chen and Fan Liang, “Feature based Inter Prediction Optimization for Non-Translational Video Coding in Cloud”, 2017 IEEE Visual Communications and Image Processing (VCIP), 2017, pp. 1-4.

[9] H. Liao, S. Zheng, X. Shen, M. J. Li and X. Wang, "Semi-automatic Data Annotation System for Multi-Target Multi-Camera Vehicle Tracking," 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), Shenzhen, China, 2022, pp. 1-9.

[10] Liu Jiashu, Zhang Qiudan, Shen Xuelin, Wenhui Wu and Xu Wang, “Hybrid Prior-Based Diminished Reality for Indoor Panoramic Images”, Computer Graphics International Conference, Switzerland, 2023: 388-399.

[11] Jun Xing, Qiudan Zhanag, Xuelin Shen and Xu Wang, "Multi‐exposure embeddings for graph learning: Towards high dynamic range image saliency prediction." IET Image Processing (2024).