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个人简介
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曾进，IEEE Senior Member，现任同济大学软件学院预聘助理教授。2012年于南京大学获学士学位，2018年于香港科技大学获博士学位，导师为Prof. Khaled B. Letaief (Member of US National Academy of Engineering, IEEE Fellow) 和 Prof. Gene Cheung (IEEE Fellow)。博士期间曾在日本国立情报学研究所访问两年。博士毕业后在商汤科技智能影像组工作，任高级研究员。2021年9月加入同济大学。主持国家自然科学基金青年科学基金、国家重点研发计划子课题、上海市启明星项目（扬帆专项）。主要研究方向为3D视觉、图机器学习、图信号处理，共发表30篇国际顶级期刊与会议论文，包括IEEE T-IP，IEEE T-SP，IJCV，CVPR，ECCV，ICLR等。担任IEEE Multimedia Signal Processing Technical Committee (MMSP-TC) 委员会委员。
研究方向3D Vision: Processing of 3D data, including point clouds, depth images, hyperspectral images. 3D scene understanding, including visual QA, segmentation and relighting.
Graph-based machine learning: Graph signal restoration & compression, graph neural network, graph-based algorithm unrolling.
教育背景
工作经历
国家重点研发计划子课题，2023.12-2027.12，主持
国家自然科学基金青年科学基金，2023.01-2025.12，主持
上海市启明星项目（扬帆专项），2022.04-2025.03，主持
同济大学学学科交叉联合攻关项目，2023-2025，主要参与人
同济大学学学科交叉联合攻关项目，2022.06-2024.05，第一参与人
代表性科研论文
1.Jin Zeng, Qingpeng Zhu, Tongxuan Tian, Wenxiu Sun, Lin Zhang, Shengjie Zhao, “Deep unrolled weighted graph laplacian regularization for depth completion,” International Journal of Computer Vision (CCF-A), July 2024.
2.Guibin Zhang, Kun Wang, Wei Huang, Yanwei Yue, Yang Wang, Roger Zimmermann,Aojun Zhou, Dawei Cheng, Jin Zeng*, Yuxuan Liang*, “Graph Lottery Ticket Automated,” International Conf. on Learning Representations (Core-A*), 2024.
3. Jin Zeng, Gene Cheung, Michael Ng, Jiahao Pang, Cheng Yang, “3D point cloud denoising using graph Laplacian regularization of a low dimensional manifold model”, IEEE Trans. ImageProcessing (CCF-A), 2020.
4. Jin Zeng, GeneCheung, Antonio Ortega, "Bipartite approximation for graph wavelet signal decomposition", IEEE Trans. Signal Processing (JCR Q1), 2017.
5. Jin Zeng, Lu Fang, Houqiang Li, Feng Wu, "Subpixel image quality assessment syncretizing local subpixel and global pixel features," IEEE Trans. ImageProcessing (JCR Q1), 2016.
6. Jiahao Pang, Lu Fang, Jin Zeng, Yuanfang Guo, Ketan Tang, "Subpixel-based image scaling for grid-like subpixel arrangements: A generalized continuous-domain analysis model," IEEE Trans. Image Processing (JCR Q1), 2016.
7. Jin Zeng, Yanfeng Tong, YunmuHuang, Qiong Yan, Wenxiu Sun, Jing Chen, Yongtian Wang. “Deep surface normal estimation with hierarchical RGB-D fusion", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), CCF-A,2019.
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