基本信息

郑权  男  硕导  中国科学院软件研究所
电子邮件: zhengquan@iscas.ac.cn
通信地址: 北京市海淀区中关村南四街4号
邮政编码: 100190

研究领域

人工智能,计算机图形学,计算成像

原主页:quan-zheng.github.io

招生信息

招收硕士研究生(保研优先)及实习生,欢迎相关学科的优秀学生报名。名额有限,建议提前通过email联系

教育背景

2012-09--2017-07   中国科学院大学,计算机科学与技术,   博士学位
2008-09--2012-06   大连理工大学, 软件工程,   学士学位

工作经历

工作简历
2021-11~现在, 中国科学院软件研究所, 副研究员
2019-10~2021-10,德国马克斯普朗克计算机科学研究所, 研究科学家
2017-10~2019-10,美国马里兰大学, 博士后
学术兼职

国际会议:

SIGGRAPH,SIGGRAPH Asia,Eurographics,AAAI,NeurIPS等会议审稿专家。


学术刊物:

Computer & Graphics,Journal of Computer Graphics Techniques,Journal of Computer Science and Technology等期刊审稿专家。

出版信息

[1] Bingnan Wang, Fanjiang Xu, Quan Zheng. A Survey on Facial Image Deblurring. Computational Visual Media, 2023, In press.

[2] Xingzhe Su, Yijun Lin, Quan Zheng, Fengge Wu, Changwen Zheng, Junsuo Zhao. GSGAN: Learning Controllable Geospatial Images Generation. IET Image Processing, 2022, 17(2) : 401-417.

[3] Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer. Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data. ACM Transactions on Graphics (TOG), 2022, 41(4) : 119:1-119:14. (SIGGRAPH 2022)

[4] Quan Zheng, Gurprit Singh, Hans-Peter Seidel. Neural Relightable Participating Media Rendering. Thirty-fifth Conference on Neural Information Processing Systems, 2021 : 15203-15215. (NeurIPS 2021)

[5] Quan Zheng, Vahid Babaei, Gordon Wetzstein, Hans-Peter Seidel, Matthias Zwicker, Gurprit Singh. Neural Light Field 3D Printing. ACM Transactions on Graphics (TOG), 2020, 39(6) : 207:1-207:12. (SIGGRAPH ASIA 2020)

[6] Xiaoxu Meng, Quan Zheng, Amitabh Varshney, Gurprit Singh, Matthias Zwicker. Real-time Monte Carlo Denoising with the Neural Bilateral Grid. Thirty-first Eurographics Symposium on Rendering, 2020. (EGSR 2020)

[7] Quan Zheng, Matthias Zwicker. Learning to Importance Sample in Primary Sample Space. Computer Graphics Forum (CGF), 2019, 38(2) : 169-179. (Eurographics 2019)

[8] Yu Liu, Changwen Zheng, Quan Zheng, Hongliang Yuan. Removing Monte Carlo Noise Using a Sobel Operator and a Guided Image Filter. The Visual Computer, 2018, 34(4) : 589-601.

[9] Ye Cheng, Quan Zheng, Junkai Peng, Pin Lv, Changwen Zheng. Optical simulation of flying targets using physically based renderer. Fourth Seminar on Novel Optoelectronic Detection Technology and Application, 2018, 10697

[10] Quan Zheng, Changwen Zheng. NeuroLens: Data-Driven Camera Lens Simulation Using Neural Networks. Computer Graphics Forum (CGF), 2017, 36(8) : 390-401. (Eurographics 2017)

[11] Quan Zheng, Changwen Zheng. Adaptive Sparse Polynomial Regression for Camera Lens Simulation. The Visual Computer, 2017, 33(6) : 715-724.

[12] Hongliang Yuan, Changwen Zheng, Quan Zheng, Yu Liu. Adaptive Rendering with Adaptive Order Selection. The 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2017, pp. 37-45.

[13] Quan Zheng, Changwen Zheng. Adaptive Light Paths Generation through Full Lens Model. The 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2016, pp. 1846-1851.

[14] Quan Zheng, Changwen Zheng. Visual Importance-Based Adaptive Photon Tracing . The Visual Computer, 2015 , 31(6) : 1001-1010.

[15] Quan Zheng, Changwen Zheng. Photon shooting with programmable scalar contribution function. The 8th International Conference on Image and Graphics, 2015, vol. 9219, pp. 80-93.



指导学生

   
已毕业学生

孟晓旭(2020已毕业) PhD (联合指导)