Ziyi Shen

According to our database, Ziyi Shen authored at least 34 papers between 2015 and 2025.

Collaborative distances:

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

2025

Segmentation versus detection: Development and evaluation of deep learning models for prostate imaging reporting and data system lesions localisation on Bi-parametric prostate magnetic resonance imaging.

Zhe Min, Fernando J. Bianco, Qianye Yang, Wen Yan, Ziyi Shen, David Cohen, Rachael Rodell, Dean C. Barratt, Yipeng Hu

CAAI Trans. Intell. Technol., 2025

CRASDG: Clustering and Reconstruction-based Adversarial Single Domain Generalization Network for Die Casting Defect Detection.

Songyan Pi, Xinmin Zhang, Yusong Zhou, Qingyi Ye, Ziyi Shen, Shenghua He

Proceedings of the IEEE International Conference on Industrial Technology, 2025

2024

Long-Term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker.

Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

IEEE Trans. Biomed. Eng., March, 2024

Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation.

Wen Yan, Bernard Chiu, Ziyi Shen, Qianye Yang, Tom Syer, Zhe Min, Shonit Punwani, Mark Emberton, David Atkinson, Dean C. Barratt, Yipeng Hu

Medical Image Anal., January, 2024

Active learning using adaptable task-based prioritisation.

Shaheer U. Saeed, João Ramalhinho, Mark A. Pinnock, Ziyi Shen, Yunguan Fu, Nina Montaña Brown, Ester Bonmati, Dean C. Barratt, Stephen P. Pereira, Brian R. Davidson, Matthew J. Clarkson, Yipeng Hu

Medical Image Anal., 2024

SAMReg: SAM-enabled Image Registration with ROI-based Correspondence.

Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu

CoRR, 2024

Poisson Ordinal Network for Gleason Group Estimation Using Bi-Parametric MRI.

Yinsong Xu, Yipei Wang, Ziyi Shen, Iani J. M. B. Gayo, Natasha Thorley, Shonit Punwani, Aidong Men, Dean C. Barratt, Qingchao Chen, Yipeng Hu

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

Nonrigid Reconstruction of Freehand Ultrasound Without a Tracker.

Qi Li, Ziyi Shen, Qianye Yang, Dean C. Barratt, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

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

One Registration is Worth Two Segmentations.

Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu

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

2023

Machine learning model combined with CEEMDAN algorithm for monthly precipitation prediction.

Ziyi Shen, Wen-chao Ban

Earth Sci. Informatics, June, 2023

Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction.

Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

Trackerless Freehand Ultrasound with Sequence Modelling and Auxiliary Transformation Over Past and Future Frames.

Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Freehand ultrasound without external trackers.

Qi Li, Ziyi Shen, Qian Li, Dean C. Barratt, Thomas Dowrick, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

Dataset, November, 2022

Confidence-and-Refinement Adaptation Model for Cross-Domain Semantic Segmentation.

Xiaohong Zhang, Yi Chen, Ziyi Shen, Yuming Shen, Haofeng Zhang, Yudong Zhang

IEEE Trans. Intell. Transp. Syst., 2022

SiamATL: Online Update of Siamese Tracking Network via Attentional Transfer Learning.

Bo Huang, Tingfa Xu, Ziyi Shen, Shenwang Jiang, Bingqing Zhao, Ziyang Bian

IEEE Trans. Cybern., 2022

Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration.

Ziyi Shen, Qianye Yang, Yuming Shen, Francesco Giganti, Vasilis Stavrinides, Richard E. Fan, Caroline M. Moore, Mirabela Rusu, Geoffrey A. Sonn, Philip H. S. Torr, Dean C. Barratt, Yipeng Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Modeling and Enhancing Low-Quality Retinal Fundus Images.

Ziyi Shen, Huazhu Fu, Jianbing Shen, Ling Shao

IEEE Trans. Medical Imaging, 2021

BSCF: Learning background suppressed correlation filter tracker for wireless multimedia sensor networks.

Bo Huang, Tingfa Xu, Ziyi Shen, Shenwang Jiang, Jianan Li

Ad Hoc Networks, 2021

You Never Cluster Alone.

Yuming Shen, Ziyi Shen, Menghan Wang, Jie Qin, Philip H. S. Torr, Ling Shao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Motion-Aware Rapid Video Saliency Detection.

Fang Guo, Wenguan Wang, Ziyi Shen, Jianbing Shen, Ling Shao, Dacheng Tao

IEEE Trans. Circuits Syst. Video Technol., 2020

Transfer learning-based discriminative correlation filter for visual tracking.

Bo Huang, Tingfa Xu, Jianan Li, Ziyi Shen, Yiwen Chen

Pattern Recognit., 2020

Exploiting Semantics for Face Image Deblurring.

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2020

Understanding and Correcting Low-quality Retinal Fundus Images for Clinical Analysis.

Ziyi Shen, Huazhu Fu, Jianbing Shen, Ling Shao

CoRR, 2020

QuickWalk: Quick Trust Assessment for Vehicular Social Networks.

Ziyi Shen, Shuyu He, Qing Yang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

A multi-task approach to face deblurring.

Ziyi Shen, Tingfa Xu, Jizhou Zhang, Jie Guo, Shenwang Jiang

EURASIP J. Wirel. Commun. Netw., 2019

Foreground Feature Enhancement for Object Detection.

Shenwang Jiang, Tingfa Xu, Jianan Li, Ziyi Shen, Jie Guo

IEEE Access, 2019

Embarrassingly Simple Binary Representation Learning.

Yuming Shen, Jie Qin, Jiaxin Chen, Li Liu, Fan Zhu, Ziyi Shen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Human-Aware Motion Deblurring.

Ziyi Shen, Wenguan Wang, Xiankai Lu, Jianbing Shen, Haibin Ling, Tingfa Xu, Ling Shao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Non-uniform motion deblurring with Kernel grid regularization.

Ziyi Shen, Tingfa Xu, Jinshan Pan, Jie Guo

Signal Process. Image Commun., 2018

Stochastic Channel Decorrelation Network and Its Application to Visual Tracking.

Jie Guo, Tingfa Xu, Shenwang Jiang, Ziyi Shen

CoRR, 2018

Generating Reliable Online Adaptive Templates for Visual Tracking.

Jie Guo, Tingfa Xu, Shenwang Jiang, Ziyi Shen

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Semantic Face Deblurring.

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Visual Tracking Via Sparse Representation With Reliable Structure Constraint.

Jie Guo, Tingfa Xu, Ziyi Shen, Guokai Shi

IEEE Signal Process. Lett., 2017

2015

AppTrace: Dynamic trace on Android devices.

Lingzhi Qiu, Zixiong Zhang, Ziyi Shen, Guozi Sun

Proceedings of the 2015 IEEE International Conference on Communications, 2015