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

2015~2018 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：

机器视觉编码；视频/图像编码；图像增强；全景图像；高动态范围图像；图像质量评价

近期研究成果：

[1] Xuelin Shen, Linfeng Pan, Zhangkai Ni, Yulin He, Wenhan Yang, Shiqi Wang, and Sam Kwong, “Breaking boundaries: Unifying imaging and compression for HDR image compression,” IEEE Transactions on Image Processing (TIP), January, 2025. (CCF-A)

[2] Kangsheng Yin, Quan Liu, Xuelin Shen*, Yulin He, Wenhan Yang, and Shiqi Wang, “Unified coding for both human perception and generalized machine analytics with clip supervision,” in AAAI Conference on Artificial Intelligence (AAAI), March, 2025. (CCF-A)

[3] Xuelin Shen, Yitong Wang, Silin Zheng, Kang Xiao, Wenhan Yang, and Xu Wang, “Fast omni-directional image super-resolution: Adapting the implicit image function with pixel and semantic-wise spherical geometric priors,” in AAAI Conference on Artificial Intelligence (AAAI), March, 2025. (CCF-A)

[4] Xuelin Shen, Haoqiao Ou, Zhangkai Ni, Wenahan Yang, Shiqi Wang and Sam Kwong, “Image coding for machine via analytics-driven appearance redundancy reduction,” IEEE Transactions on Multimedia (TMM), March, 2025. (一区TOP)

[5] Xuelin Shen, Haoqiao Ou, and Wenhan Yang, “Image coding for machine via analytics-driven appearance redundancy reduction,” in IEEE International Conference on Image Processing (ICIP), October, 2024. (Best Paper Candidate)

[6] Xuelin Shen, Kangsheng Yin, Xu Wang, Yulin He, Shiqi Wang, and Wenhan Yang, “Image coding for analytics via adversarially augmented adaptation,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), April, 2024. (CCF-B)

[7] Kang Xiao, Xu Wang, Yulin He, Baoliang Chen, and Xuelin Shen*, “Sliced maximal information coefficient: A training-free approach for image quality assessment enhancement,” in IEEE International Conference on Multimedia and Expo (ICME), July, 2024. (CCF-B)

社区服务: 长期担任顶级学术期刊IEEE Transactions on Image Processing (T-IP), IEEE Transactions on Cybernetic (T-CYB)，IEEE Transactions on Multimedia (T-MM), IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)审稿人。