Peixian Liang

Peixian Liang

University of Notre Dame

H-index: 11

North America-United States

About Peixian Liang

Peixian Liang, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Computer Science, Biomedical Imaging, Deep Learning.

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

SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search

Input augmentation with sam: Boosting medical image segmentation with segmentation foundation model

A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction

A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning

KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation

Usable region estimate for assessing practical usability of medical image segmentation models

Global filter of fusing near-infrared and visible images in frequency domain for defogging

Peixian Liang Information

University

Position

___

Citations(all)

502

Citations(since 2020)

490

Cited By

154

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

12

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Peixian Liang Skills & Research Interests

Computer Science

Biomedical Imaging

Deep Learning

Top articles of Peixian Liang

Title

Journal

Author(s)

Publication Date

SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification

Nishchal Sapkota

Yejia Zhang

Sirui Li

Peixian Liang

Zhuo Zhao

...

2024/2/1

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search

arXiv preprint arXiv:2401.07378

Guangyu Meng

Ruyu Zhou

Liu Liu

Peixian Liang

Fang Liu

...

2024/1/14

Input augmentation with sam: Boosting medical image segmentation with segmentation foundation model

arXiv preprint arXiv:2304.11332

Yizhe Zhang

Tao Zhou

Shuo Wang

Peixian Liang

Danny Z Chen

2023/4/22

A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction

Multimedia Tools and Applications

Linli Xu

Peixian Liang

Jing Han

Lianfa Bai

Danny Z Chen

2023/5

A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning

20th IEEE International Symposium on Biomedical Imaging (ISBI 2023)

Yejia Zhang*

Pengfei Gu*

Nishchal Sapkota

Hao Zheng

Peixian Liang

...

2023/4

KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation

Medical image analysis

Yaopeng Peng

Hao Zheng

Peixian Liang

Lichun Zhang

Fahim Zaman

...

2022/11/1

Usable region estimate for assessing practical usability of medical image segmentation models

Yizhe Zhang

Suraj Mishra

Peixian Liang

Hao Zheng

Danny Z Chen

2022/9/16

Global filter of fusing near-infrared and visible images in frequency domain for defogging

IEEE Signal Processing Letters

Linli Xu

Peixian Liang

Jing Han

Lianfa Bai

Danny Z Chen

2022/9/8

H-EMD: A Hierarchical Earth Mover’s Distance Method for Instance Segmentation

IEEE transactions on medical imaging

Peixian Liang

Yizhe Zhang

Yifan Ding

Jianxu Chen

Chinedu S Madukoma

...

2022/4/21

A cross-domain metal trace restoring network for reducing X-ray CT metal artifacts

IEEE Transactions on Medical Imaging

Chengtao Peng

Bin Li

Peixian Liang

Jian Zheng

Yizhe Zhang

...

2020/6/29

Intracker: an integrated detector-tracker framework for cell detection and tracking

Peixian Liang

Jianxu Chen

Yizhe Zhang

Hongxiao Wang

Hao Zheng

...

2020/7/28

See List of Professors in Peixian Liang University(University of Notre Dame)

Co-Authors

H-index: 49
Dan Pei

Dan Pei

Tsinghua University

H-index: 31
Joshua D Shrout

Joshua D Shrout

University of Notre Dame

H-index: 24
Jeremiah J Zartman

Jeremiah J Zartman

University of Notre Dame

H-index: 20
Shenglin Zhang

Shenglin Zhang

Nankai University

H-index: 16
Hao Zheng

Hao Zheng

University of Notre Dame

H-index: 13
Weibin Meng

Weibin Meng

Tsinghua University

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