Peixian Liang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Articular Cartilage

Spatially Aware

Dynamic Analysis

Image Segmentation

Top Venues

IEEE Trans. Medical Imaging

Publications

Guangyu Meng, Ruyu Zhou, Liu Liu, Peixian Liang, Fang Liu, Danny Chen, Michael T. Niemier, X. Sharon Hu
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search. CoRR (2024)
Nishchal Sapkota, Yejia Zhang, Sirui Li, Peixian Liang, Zhuo Zhao, Danny Z. Chen
SHMC-Net: A Mask-guided Feature Fusion Network for Sperm Head Morphology Classification. CoRR (2024)
Yizhe Zhang, Tao Zhou, Peixian Liang, Danny Z. Chen
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. CoRR (2023)
Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen
A two-stage enhancement network with optimized effective receptive field for speckle image reconstruction. Multim. Tools Appl. 82 (13) (2023)
Yizhe Zhang, Tao Zhou, Shuo Wang, Peixian Liang, Yejia Zhang, Danny Z. Chen
Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
A Point in the Right Direction: Vector Prediction for Spatially-Aware Self-Supervised Volumetric Representation Learning. ISBI (2023)
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning. CoRR (2022)
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models. CoRR (2022)
Linli Xu, Peixian Liang, Jing Han, Lianfa Bai, Danny Z. Chen
Global Filter of Fusing Near-Infrared and Visible Images in Frequency Domain for Defogging. IEEE Signal Process. Lett. 29 (2022)
Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, Fahim A. Zaman, Xiaodong Wu, Milan Sonka, Danny Z. Chen
KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation. Medical Image Anal. 82 (2022)
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen
Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models. MICCAI (5) (2022)
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. CoRR (2022)
Peixian Liang, Yizhe Zhang, Yifan Ding, Jianxu Chen, Chinedu S. Madukoma, Tim Weninger, Joshua D. Shrout, Danny Z. Chen
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. IEEE Trans. Medical Imaging 41 (10) (2022)
Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen
InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. CBMS (2020)
Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts. IEEE Trans. Medical Imaging 39 (12) (2020)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. CoRR (2019)
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
Cascade Decoder: A Universal Decoding Method For Biomedical Image Segmentation. ISBI (2019)
Hao Zheng, Lin Yang, Jianxu Chen, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
Biomedical Image Segmentation via Representative Annotation. AAAI (2019)
Yizhe Zhang, Lin Yang, Hao Zheng, Peixian Liang, Colleen Mangold, Raquel G. Loreto, David P. Hughes, Danny Z. Chen
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation. MIDL (2019)
Peixian Liang, Jianxu Chen, Hao Zheng, Lin Yang, Yizhe Zhang, Danny Z. Chen
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation. CoRR (2019)
Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR (2019)
Hao Zheng, Lin Yang, Jun Han, Yizhe Zhang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion. MICCAI (2) (2019)
Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu
CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation. ISBI (2019)
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. AAAI (2019)
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
PreFix: Switch Failure Prediction in Datacenter Networks. SIGMETRICS (Abstracts) (2018)
Lin Yang, Yizhe Zhang, Zhuo Zhao, Hao Zheng, Peixian Liang, Michael T. C. Ying, Anil T. Ahuja, Danny Z. Chen
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation. CoRR (2018)
Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation. CoRR (2018)
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
A new registration approach for dynamic analysis of calcium signals in organs. ISBI (2018)
Peixian Liang, Jianxu Chen, Pavel A. Brodskiy, Qinfeng Wu, Yejia Zhang, Yizhe Zhang, Lin Yang, Jeremiah J. Zartman, Danny Z. Chen
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs. CoRR (2018)
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
PreFix: Switch Failure Prediction in Datacenter Networks. Proc. ACM Meas. Anal. Comput. Syst. 2 (1) (2018)