Peixian Liang

According to our database, Peixian Liang authored at least 22 papers between 2018 and 2024.

Collaborative distances:

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

2024

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

Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Chen, Michael T. Niemier, X. Sharon Hu

CoRR, 2024

Enhancing Whole Slide Image Classification with Discriminative and Contrastive Learning.

Peixian Liang, Hao Zheng, Hongming Li, Yuxin Gong, Spyridon Bakas, Yong Fan

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

Shmc-Net: A Mask-Guided Feature Fusion Network for Sperm Head Morphology Classification.

Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Jingjing Zhang, Xiaomin Zha, Yiru Zhou, Yunxia Cao, Danny Z. Chen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

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

Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen

Multim. Tools Appl., May, 2023

Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.

Yizhe Zhang, Tao Zhou, Peixian Liang, Danny Z. Chen

CoRR, 2023

Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model.

Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

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

Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen

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

2022

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

Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen

IEEE Trans. Medical Imaging, 2022

Global Filter of Fusing Near-Infrared and Visible Images in Frequency Domain for Defogging.

Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen

IEEE Signal Process. Lett., 2022

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

Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, Fahim A. Zaman, Xiaodong Wu, Milan Sonka, Danny Z. Chen

Medical Image Anal., 2022

Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models.

Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen

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

2020

A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts.

Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen

IEEE Trans. Medical Imaging, 2020

InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking.

Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation.

Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion.

Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation.

Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation.

Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A New Ensemble Learning Framework for 3D Biomedical Image Segmentation.

Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Biomedical Image Segmentation via Representative Annotation.

Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

PreFix: Switch Failure Prediction in Datacenter Networks.

Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song

Proc. ACM Meas. Anal. Comput. Syst., 2018

BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation.

Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen

CoRR, 2018

A new registration approach for dynamic analysis of calcium signals in organs.

Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018