publications | Liyuan Pan (潘利源)

2024

PAMI

Weakly-supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors

Liyuan Pan, Richard Hartley, Liu Liu, and 6 more authors

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

@article{liyuan_2024_PAMI,
  author = {Pan, Liyuan and Hartley, Richard and Liu, Liu and Xu, Zhiwei and Chowdhury, Shah and Yang, Yan and Zhang, Hongguang and Li, Hongdong and Liu, Miaomiao},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title = {Weakly-supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors},
  year = {2024},
  volume = {},
  number = {},
  pages = {1-17},
  keywords = {Estimation;Sensors;Cameras;Image restoration;Training;Apertures;Image sensors},
  doi = {10.1109/TPAMI.2024.3458974},
}

ECCV

Event Camera Data Dense Pre-training

Yan Yang, Liyuan Pan, and Liu Liu

In The European Conference on Computer Vision (ECCV), Oct 2024

Bib

@inproceedings{Yang_2024_ECCV,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu},
  title = {Event Camera Data Dense Pre-training},
  booktitle = {The European Conference on Computer Vision (ECCV)},
  month = oct,
  year = {2024},
  pages = {XX},
  publisher = {ECCV},
  dimensions = {true}
}

CVPR

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network

Hao Yang, Liyuan Pan, Yan Yang, and 2 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Bib PDF

@inproceedings{YangHao_2024_CVPR2,
  author = {Yang, Hao and Pan, Liyuan and Yang, Yan and Hartley, Richard and Liu, Miaomiao},
  title = {LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2024},
  pages = {XX-XX},
  publisher = {CVPR},
  dimensions = {true}
}

CVPR

Language-driven All-in-one Adverse Weather Removal

Hao Yang, Liyuan Pan, Yan Yang, and 1 more author

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024

Bib PDF

@inproceedings{YangHao_2024_CVPR1,
  author = {Yang, Hao and Pan, Liyuan and Yang, Yan and Liang, Wei},
  title = {Language-driven All-in-one Adverse Weather Removal},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2024},
  pages = {XX-XX},
  publisher = {CVPR},
  dimensions = {true}
}

AAAI

MA-Net: Rethinking Neural Unit in the light of Astrocytes

Mengqiao Han, Liyuan Pan, and Xiabi Liu

In The Annual AAAI Conference on Artificial Intelligence (AAAI), Feb 2024

Bib PDF

@inproceedings{Han_2024_AAAI,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi},
  title = {MA-Net: Rethinking Neural Unit in the light of Astrocytes},
  booktitle = {The Annual AAAI Conference on Artificial Intelligence (AAAI)},
  month = feb,
  year = {2024},
  pages = {XX-XX},
  publisher = {AAAI},
  dimensions = {true}
}

WACV

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images

Yan Yang, Liyuan Pan, Liu Liu, and 1 more author

In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024

Bib

@inproceedings{Pan_2024_WACV,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu and Stone, Eric A},
  title = {Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  month = jan,
  year = {2024},
  pages = {},
  publisher = {WACV},
  dimensions = {true}
}

2023

NeurIPS

L2T-DLN: Learning to Teach with Dynamic Loss Network

Zhaoyang Hai, Liyuan Pan, Xiabi Liu, and 2 more authors

In Advances in Neural Information Processing Systems, Dec 2023

Bib

@inproceedings{Hai_2023_Neurips,
  author = {Hai, Zhaoyang and Pan, Liyuan and Liu, Xiabi and Liu, Zhengzheng and Yunita, Mirna},
  booktitle = {Advances in Neural Information Processing Systems},
  pages = {},
  publisher = {Curran Associates, Inc.},
  title = {L2T-DLN: Learning to Teach with Dynamic Loss Network},
  url = {},
  volume = {32},
  month = dec,
  year = {2023},
  dimensions = {true},
}

ICCV

Event Camera Data Pre-training

Yan Yang, Liyuan Pan, and Liu Liu

In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023

Abs Bib HTML PDF

@inproceedings{Yang_2023_ICCV,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu},
  title = {Event Camera Data Pre-training},
  booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  month = oct,
  year = {2023},
  pages = {10699-10709},
  publisher = {ICCV},
  dimensions = {true}
}

CVPR

AstroNet: When Astrocyte Meets Artificial Neural Network

Mengqiao Han, Liyuan Pan, and Xiabi Liu

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

Abs Bib PDF

@inproceedings{Han_2023_CVPR,
  author = {Han, Mengqiao and Pan, Liyuan and Liu, Xiabi},
  title = {AstroNet: When Astrocyte Meets Artificial Neural Network},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2023},
  pages = {20258-20268},
  publisher = {CVPR},
  dimensions = {true}
}

CVPR

K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring

Yan Yang, Liyuan Pan, Liu Liu, and 1 more author

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023

Abs Bib PDF

@inproceedings{Yang_2023_CVPR,
  author = {Yang, Yan and Pan, Liyuan and Liu, Liu and Liu, Miaomiao},
  title = {K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2023},
  pages = {13263-13272},
  publisher = {CVPR},
  dimensions = {true}
}

2022

BMVC

ISG: I can See Your Gene Expression

Yan Yang, Liyuan Pan, Liu liu, and 1 more author

In 33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022, Jun 2022

Bib HTML PDF

@inproceedings{Yang_2022_BMVC,
  author = {Yang, Yan and Pan, Liyuan and liu, Liu and Stone, Eric A},
  title = {ISG: I can See Your Gene Expression},
  booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London, UK, November 21-24, 2022},
  publisher = {BMVC},
  year = {2022},
  url = {https://bmvc2022.mpi-inf.mpg.de/0173.pdf},
  dimensions = {true}
}

ISMAR

FGCNet: Fast Graph Convolution for Matching Features

Liu Liu, Liyuan Pan, Wei Luo, and 3 more authors

In 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), Jun 2022

Bib HTML PDF

@inproceedings{liu2022fgcnet,
  title = {FGCNet: Fast Graph Convolution for Matching Features},
  author = {Liu, Liu and Pan, Liyuan and Luo, Wei and Xu, Qichao and Wen, Yuxiang and Li, Jiangwei},
  booktitle = {2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
  pages = {453--458},
  year = {2022},
  organization = {IEEE},
  publisher = {ISMAR},
  dimensions = {true}
}

综述

全像素双核成像技术及应用研究综述

戴玉超, 章飞宇, 潘利源, and 2 more authors

Jun 2022

Bib PDF

@article{戴玉超2022全像素双核成像技术及应用研究综述,
  title = {全像素双核成像技术及应用研究综述},
  author = {戴玉超 and 章飞宇 and 潘利源 and 项末初 and 何明一},
  year = {2022},
  publisher = {中国图象图形学报},
  dimensions = {true}
}

WACV

Biomass Prediction With 3D Point Clouds From LiDAR

Liyuan Pan, Liu Liu, Anthony G. Condon, and 6 more authors

In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2022

Bib HTML PDF

@inproceedings{Pan_2022_WACV,
  author = {Pan, Liyuan and Liu, Liu and Condon, Anthony G. and Estavillo, Gonzalo M. and Coe, Robert A. and Bull, Geoff and Stone, Eric A. and Petersson, Lars and Rolland, Vivien},
  title = {Biomass Prediction With 3D Point Clouds From LiDAR},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  month = jan,
  year = {2022},
  pages = {1330-1340},
  publisher = {WACV},
  dimensions = {true}
}

2021

CVPR

Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration

Liyuan Pan, Shah Chowdhury, Richard Hartley, and 3 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2021

Bib HTML PDF

@inproceedings{Pan_2021_CVPR,
  author = {Pan, Liyuan and Chowdhury, Shah and Hartley, Richard and Liu, Miaomiao and Zhang, Hongguang and Li, Hongdong},
  title = {Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2021},
  pages = {4340-4349},
  publisher = {CVPR},
  dimensions = {true}
}

2020

TPAMI

High frame rate video reconstruction based on an event camera

Liyuan Pan, Richard Hartley, Cedric Scheerlinck, and 3 more authors

IEEE Transactions on Pattern Analysis and Machine Intelligence, Jun 2020

Bib PDF

@article{pan2020high,
  title = {High frame rate video reconstruction based on an event camera},
  author = {Pan, Liyuan and Hartley, Richard and Scheerlinck, Cedric and Liu, Miaomiao and Yu, Xin and Dai, Yuchao},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume = {44},
  number = {5},
  pages = {2519--2533},
  year = {2020},
  publisher = {IEEE},
  dimensions = {true}
}

CVPR

Single Image Optical Flow Estimation With an Event Camera

Liyuan Pan, Miaomiao Liu, and Richard Hartley

In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020

Bib PDF

@inproceedings{Pan_2020_CVPR,
  author = {Pan, Liyuan and Liu, Miaomiao and Hartley, Richard},
  title = {Single Image Optical Flow Estimation With an Event Camera},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2020},
  publisher = {CVPR},
  dimensions = {true}
}

2019

TIP

Joint stereo video deblurring, scene flow estimation and moving object segmentation

Liyuan Pan, Yuchao Dai, Miaomiao Liu, and 2 more authors

IEEE Transactions on Image Processing, Jun 2019

Bib PDF

@article{pan2019joint,
  title = {Joint stereo video deblurring, scene flow estimation and moving object segmentation},
  author = {Pan, Liyuan and Dai, Yuchao and Liu, Miaomiao and Porikli, Fatih and Pan, Quan},
  journal = {IEEE Transactions on Image Processing},
  volume = {29},
  pages = {1748--1761},
  year = {2019},
  publisher = {IEEE},
  dimensions = {true}
}

WACV

Single image deblurring and camera motion estimation with depth map

Liyuan Pan, Yuchao Dai, and Miaomiao Liu

In 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), Jun 2019

Bib PDF

@inproceedings{pan2019single,
  title = {Single image deblurring and camera motion estimation with depth map},
  author = {Pan, Liyuan and Dai, Yuchao and Liu, Miaomiao},
  booktitle = {2019 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages = {2116--2125},
  year = {2019},
  organization = {IEEE},
  publisher = {WACV},
  dimensions = {true}
}

CVPR

Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring

Liyuan Pan, Richard Hartley, Miaomiao Liu, and 1 more author

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019

Bib HTML PDF

@inproceedings{Pan_2019_CVPR,
  author = {Pan, Liyuan and Hartley, Richard and Liu, Miaomiao and Dai, Yuchao},
  title = {Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2019},
  publisher = {CVPR},
  dimensions = {true}
}

CVPR

Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera

Liyuan Pan, Cedric Scheerlinck, Xin Yu, and 3 more authors

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019

Bib HTML PDF

@inproceedings{Pan_2019_CVPR2,
  author = {Pan, Liyuan and Scheerlinck, Cedric and Yu, Xin and Hartley, Richard and Liu, Miaomiao and Dai, Yuchao},
  title = {Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jun,
  year = {2019},
  publisher = {CVPR},
  dimensions = {true}
}

2018

WACV

Depth map completion by jointly exploiting blurry color images and sparse depth maps

Liyuan Pan, Yuchao Dai, Miaomiao Liu, and 1 more author

In 2018 IEEE winter conference on applications of computer vision (WACV), Jun 2018

Bib PDF

@inproceedings{pan2018depth,
  title = {Depth map completion by jointly exploiting blurry color images and sparse depth maps},
  author = {Pan, Liyuan and Dai, Yuchao and Liu, Miaomiao and Porikli, Fatih},
  booktitle = {2018 IEEE winter conference on applications of computer vision (WACV)},
  pages = {1377--1386},
  year = {2018},
  organization = {IEEE},
  publisher = {WACV},
  dimensions = {true}
}

2017

CVPR

Simultaneous Stereo Video Deblurring and Scene Flow Estimation

Liyuan Pan, Yuchao Dai, Miaomiao Liu, and 1 more author

In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017

Bib HTML PDF

@inproceedings{Pan_2017_CVPR,
  author = {Pan, Liyuan and Dai, Yuchao and Liu, Miaomiao and Porikli, Fatih},
  title = {Simultaneous Stereo Video Deblurring and Scene Flow Estimation},
  booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = jul,
  year = {2017},
  publisher = {CVPR},
  dimensions = {true}
}