Lei Zhu

Lei Zhu

University of Cambridge

H-index: 32

Europe-United Kingdom

About Lei Zhu

Lei Zhu, With an exceptional h-index of 32 and a recent h-index of 31 (since 2020), a distinguished researcher at University of Cambridge, specializes in the field of Computer vision, low-level vision, computational photography, Image Restoration, healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning

Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation

Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds

Learning Physical-Spatio-Temporal Features for Video Shadow Removal

Vivim: a video vision mamba for medical video object segmentation

Cross-modal vertical federated learning for mri reconstruction

Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation

Lei Zhu Information

University

Position

___

Citations(all)

4459

Citations(since 2020)

4298

Cited By

1111

hIndex(all)

32

hIndex(since 2020)

31

i10Index(all)

53

i10Index(since 2020)

51

Email

University Profile Page

University of Cambridge

Google Scholar

View Google Scholar Profile

Lei Zhu Skills & Research Interests

Computer vision

low-level vision

computational photography

Image Restoration

healthcare

Top articles of Lei Zhu

Title

Journal

Author(s)

Publication Date

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion

arXiv preprint arXiv:2401.15753

Sharib Ali

Yamid Espinel

Yueming Jin

Peng Liu

Bianca Güttner

...

2024/1/28

Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning

Haoyu Chen

Wenbo Li

Jinjin Gu

Jingjing Ren

Haoze Sun

...

2024/3/5

Self-Mining the Confident Prototypes for Source-Free Unsupervised Domain Adaptation in Image Segmentation

IEEE Transactions on Multimedia

Yuntong Tian

Jiaxi Li

Huazhu Fu

Lei Zhu

Lequan Yu

...

2024/2/28

Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds

IEEE Transactions on Neural Networks and Learning Systems

Yingkui Zhang

Mingqiang Wei

Lei Zhu

Guibao Shen

Fu Lee Wang

...

2024/1/25

Learning Physical-Spatio-Temporal Features for Video Shadow Removal

arXiv preprint arXiv:2303.09370

Zhihao Chen

Liang Wan

Yefan Xiao

Lei Zhu

Huazhu Fu

2023/3/16

Vivim: a video vision mamba for medical video object segmentation

arXiv preprint arXiv:2401.14168

Yijun Yang

Zhaohu Xing

Lei Zhu

2024/1/25

Cross-modal vertical federated learning for mri reconstruction

IEEE Journal of Biomedical and Health Informatics

Yunlu Yan

Hong Wang

Yawen Huang

Nanjun He

Lei Zhu

...

2024/1/31

Segmamba: Long-range sequential modeling mamba for 3d medical image segmentation

arXiv preprint arXiv:2401.13560

Zhaohu Xing

Tian Ye

Yijun Yang

Guang Liu

Lei Zhu

2024/1/24

Robot Navigation in Unknown and Cluttered Workspace with Dynamical System Modulation in Starshaped Roadmap

arXiv preprint arXiv:2403.11484

Kai Chen

Haichao Liu

Yulin Li

Jianghua Duan

Lei Zhu

...

2024/3/18

Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies

arXiv preprint arXiv:2401.16564

Jiahao Huang

Yinzhe Wu

Fanwen Wang

Yingying Fang

Yang Nan

...

2024/1/29

Towards high-resolution specular highlight detection

International Journal of Computer Vision

Gang Fu

Qing Zhang

Lei Zhu

Qifeng Lin

Yihao Wang

...

2024/1

Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal

Yijun Yang

Hongtao Wu

Angelica I Aviles-Rivero

Yulun Zhang

Jing Qin

...

2024/3/12

Difference-guided multi-scale spatial-temporal representation for sign language recognition

The Visual Computer

Liqing Gao

Lianyu Hu

Fan Lyu

Lei Zhu

Liang Wan

...

2023/8

Advancing Delineation of Gross Tumor Volume Based on Magnetic Resonance Imaging by Performing Source-Free Domain Adaptation in Nasopharyngeal Carcinoma

Hongqiu Wang

Shichen Zhang

Xiangde Luo

Wenjun Liao

Lei Zhu

2023/10/8

Towards Flexible, Scalable, and Adaptive Multi-Modal Conditioned Face Synthesis

arXiv preprint arXiv:2312.16274

Jingjing Ren

Cheng Xu

Haoyu Chen

Xinran Qin

Chongyi Li

...

2023/12/26

S Net: Self-supervised Self-ensembling Network for Semi-supervised RGB-D Salient Object Detection

IEEE Transactions on Multimedia

Lei Zhu

Xiaoqiang Wang

Ping Li

Xin Yang

Qing Zhang

...

2021/11/22

Snow Removal in Video: A New Dataset and A Novel Method

Haoyu Chen

Jingjing Ren

Jinjin Gu

Hongtao Wu

Xuequan Lu

...

2023

HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation

arXiv preprint arXiv:2303.10333

Zhaohu Xing

Lei Zhu

Lequan Yu

Zhiheng Xing

Liang Wan

2023/3/18

Uncertainty-aware multi-dimensional mutual learning for brain and brain tumor segmentation

IEEE Journal of Biomedical and Health Informatics

Junting Zhao

Zhaohu Xing

Zhihao Chen

Liang Wan

Tong Han

...

2023/5/8

Mngnas: Distilling adaptive combination of multiple searched networks for one-shot neural architecture search

IEEE Transactions on Pattern Analysis and Machine Intelligence

Zhihua Chen

Guhao Qiu

Ping Li

Lei Zhu

Xiaokang Yang

...

2023/7/11

See List of Professors in Lei Zhu University(University of Cambridge)

Co-Authors

H-index: 67
Dani Lischinski

Dani Lischinski

Hebrew University of Jerusalem

H-index: 62
Michael S. Brown

Michael S. Brown

York University

H-index: 45
Carola-Bibiane Schönlieb

Carola-Bibiane Schönlieb

University of Cambridge

H-index: 44
Dong Ni

Dong Ni

Shenzhen University

H-index: 23
Qing Zhang

Qing Zhang

Sun Yat-Sen University

H-index: 7
Zijun Deng

Zijun Deng

South China University of Technology

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