Sheng Zhang

According to our database, Sheng Zhang authored at least 20 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Unpaired translation of chest X-ray images for lung opacity diagnosis via adaptive activation masks and cross-domain alignment.

Junzhi Ning, Dominic C. Marshall, Yijian Gao, Xiaodan Xing, Yang Nan, Yingying Fang, Sheng Zhang, Matthieu Komorowski, Guang Yang

Pattern Recognit. Lett., 2025

On the caveats of AI autophagy.

Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Michael Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang

Nat. Mac. Intell., 2025

A lung structure and function information-guided residual diffusion model for predicting idiopathic pulmonary fibrosis progression.

Caiwen Jiang, Xiaodan Xing, Yang Nan, Yingying Fang, Sheng Zhang, Simon Walsh, Guang Yang, Dinggang Shen

Medical Image Anal., 2025

DMRN: A Dynamical Multi-Order Response Network for the Robust Lung Airway Segmentation.

Sheng Zhang, Jinge Wu, Junzhi Ning, Guang Yang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Fuzzy Attention-Based Border Rendering Orthogonal Network for Lung Organ Segmentation.

Sheng Zhang, Yingying Fang, Yang Nan, Shiyi Wang, Weiping Ding, Yew-Soon Ong, Alejandro F. Frangi, Witold Pedrycz, Simon Walsh, Guang Yang

IEEE Trans. Fuzzy Syst., October, 2024

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge.

Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Pingyu Wang, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Abdul Qayyum, Moona Mazher, Athol Wells, Simon L. F. Walsh, Guang Yang

Medical Image Anal., 2024

When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI.

Xiaodan Xing, Fadong Shi, Jiahao Huang, Yinzhe Wu, Yang Nan, Sheng Zhang, Yingying Fang, Mike Roberts, Carola-Bibiane Schönlieb, Javier Del Ser, Guang Yang

CoRR, 2024

Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants.

Shiyi Wang, Yang Nan, Federico N. Felder, Sheng Zhang, Simon L. F. Walsh, Guang Yang

CoRR, 2024

Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method.

Shiyi Wang, Yang Nan, Sheng Zhang, Federico Felder, Xiaodan Xing, Yingying Fang, Javier Del Ser, Simon L. F. Walsh, Guang Yang

Artif. Intell. Medicine, 2024

Dynamic Multimodal Information Bottleneck for Multimodality Classification.

Yingying Fang, Shuang Wu, Sheng Zhang, Chaoyan Huang, Tieyong Zeng, Xiaodan Xing, Simon Walsh, Guang Yang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Fuzzy Attention-Based Border Rendering Network for Lung Organ Segmentation.

Sheng Zhang, Yang Nan, Yingying Fang, Shiyi Wang, Xiaodan Xing, Zhifan Gao, Guang Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge.

Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Athol Wells, Simon Walsh, Guang Yang

CoRR, 2023

2021

OPMP: An Omnidirectional Pyramid Mask Proposal Network for Arbitrary-Shape Scene Text Detection.

Sheng Zhang, Yuliang Liu, Lianwen Jin, Zhongrong Wei, Chunhua Shen

IEEE Trans. Multim., 2021

2020

Robust License Plate Recognition With Shared Adversarial Training Network.

Sheng Zhang, Guozhi Tang, Yuliang Liu, Huiyun Mao

IEEE Access, 2020

2019

Curved scene text detection via transverse and longitudinal sequence connection.

Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Canjie Luo, Sheng Zhang

Pattern Recognit., 2019

Omnidirectional Scene Text Detection with Sequential-free Box Discretization.

Yuliang Liu, Sheng Zhang, Lianwen Jin, Lele Xie, Yaqiang Wu, Zhepeng Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

A New CNN-Based Method for Multi-Directional Car License Plate Detection.

Lele Xie, Tasweer Ahmad, Lianwen Jin, Yuliang Liu, Sheng Zhang

IEEE Trans. Intell. Transp. Syst., 2018

ICPR2018 Contest on Robust Reading for Multi-Type Web Images.

Mengchao He, Yuliang Liu, Zhibo Yang, Sheng Zhang, Canjie Luo, Feiyu Gao, Qi Zheng, Yongpan Wang, Xin Zhang, Lianwen Jin

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Feature Enhancement Network: A Refined Scene Text Detector.

Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Detecting Curve Text in the Wild: New Dataset and New Solution.

Yuliang Liu, Lianwen Jin, Shuaitao Zhang, Sheng Zhang

CoRR, 2017