DVS-Group

Email:	xiangz(at)whu.edu.cn
Address:	Wuhan
Research area:	Image Processing
Supervisor:	Lei Yu
Github:
Webpage:
Google Scholar:

Education

Publications

Learning to See Through with Events

Yu Lei, Zhang Xiang, Liao Wei, Yang Wen, and Xia Gui-Song

IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), 2023

🔥 Top Journal!

Bib HTML PDF Code Dataset

@article{yu2022,
  title = {Learning to See Through with Events},
  author = {Yu, Lei and Zhang, Xiang and Liao, Wei and Yang, Wen and Xia, Gui-Song},
  year = {2023},
  journal = {IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)},
  dataset = {https://drive.google.com/file/d/19SnoRfVgvKlUspAyzbBhtXszXkh5NsbS/view?usp=sharing}
}

Generalizing Event-Based Motion Deblurring in Real-World Scenarios

Zhang Xiang, Yu Lei, Yang Wen, Liu Jianzhuang, and Xia Gui-Song

In ICCV, 2023

Bib HTML

@inproceedings{Zhang2023,
  author = {Zhang, Xiang and Yu, Lei and Yang, Wen and Liu, Jianzhuang and Xia, Gui-Song},
  booktitle = {ICCV},
  title = {Generalizing Event-Based Motion Deblurring in Real-World Scenarios},
  year = {2023}
}

Spiking Sparse Recovery with Non-convex Penalties

Zhang Xiang, Yu Lei, Zheng Gang, and Eldar Yonina

IEEE Transactions on Signal Processing, 2023

Bib

@article{yu2022a,
  title = {Spiking Sparse Recovery with Non-convex Penalties},
  author = {Zhang, Xiang and Yu, Lei and Zheng, Gang and Eldar, Yonina},
  year = {2023},
  journal = {IEEE Transactions on Signal Processing}
}

Learning to Super-Resolve Blurry Images with Events

Yu Lei, Wang Bishan, Zhang Xiang, Zhang Haijian, Yang Wen, Liu Jianzhuang, and Xia Guisong

IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI), 2023

🔥 Top Journal

Bib Code

@article{yu2022b,
  author = {Yu, Lei and Wang, Bishan and Zhang, Xiang and Zhang, Haijian and Yang, Wen and Liu, Jianzhuang and Xia, Guisong},
  journal = {IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI)},
  number = {0},
  title = {Learning to Super-Resolve Blurry Images with Events},
  volume = {0},
  year = {2023}
}

Unifying motion deblurring and frame interpolation with events

Zhang Xiang, and Yu Lei

In CVPR, 2022

🔥 Self-supervised EVDI

arXiv Bib Code

Synthetic aperture imaging with events and frames

Liao Wei, Zhang Xiang, Yu Lei, Lin Shijie, Yang Wen, and Qiao Ning

In CVPR, 2022

🔥 A new SAI method by fusing events and frames.

Bib Code

@inproceedings{Liao2022,
  title = {Synthetic aperture imaging with events and frames},
  author = {Liao, Wei and Zhang, Xiang and Yu, Lei and Lin, Shijie and Yang, Wen and Qiao, Ning},
  booktitle = {CVPR},
  year = {2022}
}

Event-based Synthetic Aperture Imaging with a Hybrid Network

Zhang Xiang, Liao Wei, Yu Lei, Yang Wen, and Xia Gui-Song

In CVPR, 2021

🔥 Oral, Best Paper Candidate

arXiv Bib Code Slides

@inproceedings{zhang2021,
  title = {Event-based {Synthetic} {Aperture} {Imaging} with a {Hybrid} {Network}},
  booktitle = {CVPR},
  author = {Zhang, Xiang and Liao, Wei and Yu, Lei and Yang, Wen and Xia, Gui-Song},
  year = {2021},
  pages = {14235--14244}
}