个人信息Personal Information
副研究员(自然科学) 硕士生导师
性别:男
在职信息:在职
所在单位:计算机科学与技术学院
学历:研究生(博士)毕业
学位:哲学博士学位
毕业院校:University of Delaware, USA
学科:计算机应用技术
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个人简介Personal Profile
杨卫,哲学博士,副研究员,湖北省百人,东湖学者。2017年毕业于美国特拉华大学,获得计算机科学专业博士学位,师从Jingyi Yu教授,毕业后曾在Google的先进科技与计划部门和知名初创公司DGene工作,从事基于视觉的场景理解与虚拟现实的应用研究。2021年进入华中科技大学计算机学院智能媒体计算与网络安全实验室从事教学科研工作。主要研究方向包括: 三维视觉理解与重建、基于物理特性的视觉和图形学、先进感知与图像传感器等。在TPAMI、TOG、IJCV、CVPR、 ICCV、ECCV等期刊会议上发表高水平论文20余篇。现任中国图学学会动漫图学工程专业委员会委员,将担任CVPR 23的Area Chair, AAAI 20 & 21, 以及WACV 21, BMVC 18的程序委员,TPAMI, TIP, TVCJ, CVPR, ICCV, NeurIPS, ECCV等顶级会议期刊的审稿人。
个人主页:https://weiyang-hust.github.io/
研究方向:
计算机视觉、计算摄影学、三维场景理解、人体表现捕捉、隐式表征模型、基于物理性质的视觉
发表文章:
1. Song, Zikai, Junqing Yu, Yi-Ping Phoebe Chen, and Wei Yang. "Transformer Tracking with Cyclic Shifting Window Attention." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 8791-8800. 2022. (CVPR 2022)
2. Zhao, Fuqiang, Wei Yang, Jiakai Zhang, Pei Lin, Yingliang Zhang, Jingyi Yu, and Lan Xu. "HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 7743-7753. 2022. (CVPR 2022)
3. Zhang, Jiakai, Liao Wang, Xinhang Liu, Fuqiang Zhao, Minzhang Li, Haizhao Dai, Boyuan Zhang, Wei Yang, Lan Xu, and Jingyi Yu. "NeuVV: Neural Volumetric Videos with Immersive Rendering and Editing." arXiv preprint arXiv:2202.06088 (2022).
4. Luo, Haimin, Teng Xu, Yuheng Jiang, Chenglin Zhou, QIwei Qiu, Yingliang Zhang, Wei Yang, Lan Xu, and Jingyi Yu. "Artemis: Articulated Neural Pets with Appearance and Motion synthesis." arXiv preprint arXiv:2202.05628 (2022). (Siggraph 2022)
5. Zhang, Longwen, Chuxiao Zeng, Qixuan Zhang, Hongyang Lin, Ruixiang Cao, Wei Yang, Lan Xu, and Jingyi Yu. "Video-driven Neural Physically-based Facial Asset for Production." arXiv preprint arXiv:2202.05592 (2022).
6. Chen, Xin, Anqi Pang, Wei Yang, Peihao Wang, Lan Xu, and Jingyi Yu. "TightCap: 3D Human Shape Capture with Clothing Tightness Field." ACM Transactions on Graphics (TOG) 41, no. 1 (2021): 1-17. (ToG)
7. Chen, Xin, Anqi Pang, Wei Yang, Yuexin Ma, Lan Xu, and Jingyi Yu. "SportsCap: Monocular 3D human motion capture and fine-grained understanding in challenging sports videos." International Journal of Computer Vision 129, no. 10 (2021): 2846-2864. (IJCV)
8. Yang, Wei, Yingliang Zhang, Jinwei Ye, Yu Ji, Zhong Li, Mingyuan Zhou, and Jingyi Yu. "Structure from Motion on XSlit Cameras." IEEE Transactions on Pattern Analysis and Machine Intelligence 43, no. 5 (2019): 1691-1704. (TPAMI)
9. Li, Zhong, Yu Ji, Wei Yang, Jinwei Ye, and Jingyi Yu. "Robust 3D human motion reconstruction via dynamic template construction." In 2017 International Conference on 3D Vision (3DV), pp. 496-505. IEEE, 2017.
10. Zhang, Yingliang, Zhong Li, Wei Yang, Peihong Yu, Halting Lin, and Jingyi Yu. "The light field 3D scanner." In 2017 IEEE International Conference on Computational Photography (ICCP), pp. 1-9. IEEE, 2017. (ICCP 2017)
11. Zhang, Yingliang, Peihong Yu, Wei Yang, Yuanxi Ma, and Jingyi Yu. "Ray space features for plenoptic structure-from-motion." In Proceedings of the IEEE International Conference on Computer Vision, pp. 4631-4639. 2017. (ICCV 2017)
12. Yang, Wei, Haiting Lin, Sing Bing Kang, and Jingyi Yu. "Resolving scale ambiguity via XSlit aspect ratio analysis." In Proceedings of the IEEE International Conference on Computer Vision, pp. 3424-3432. 2015. (ICCV 2015)
13. Yang, Wei, Yu Ji, Haiting Lin, Yang Yang, Sing Bing Kang, and Jingyi Yu. "Ambient occlusion via compressive visibility estimation." In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3882-3889. 2015. (CVPR 15)
14. Yang, Wei, Yu Ji, Jinwei Ye, S. Susan Young, and Jingyi Yu. "Coplanar common points in non-centric cameras." In European Conference on Computer Vision, pp. 220-233. Springer, Cham, 2014. (ECCV 2014)
15. Ye, Jinwei, Yu Ji, Wei Yang, and Jingyi Yu. "Depth-of-field and coded aperture imaging on xslit lens." In European Conference on Computer Vision, pp. 753-766. Springer, Cham, 2014. (ECCV 2014)
科研项目:
2023.01 ~ 2026.12 面向交互的人体隐式表征和文本驱动关键技术研究 - 国家自然科学基金面上项目
2022.10 ~ 2023.12 基于神经图形基元和动态体渲染的实时人体捕捉 - 腾讯犀牛鸟科研基金