Jianxu Chen

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 27

Top Topics

Transductive Svm

Active Learning Framework

Image Segmentation

Top Venues

Publications

Justin Sonneck, Jianxu Chen
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation. CoRR (2022)
Yiyu Shi, Yongpan Liu, Jianxu Chen, Steve Jiang
Guest Editorial: ACM JETC Special Issue on Hardware-Aware Learning for Medical Applications. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (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)
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. BIBM (2020)
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)
Hongxiao Wang, Hao Zheng, Jianxu Chen, Lin Yang, Yizhe Zhang, Danny Z. Chen
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. CoRR (2020)
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)
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)
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)
Yizhe Zhang, Lin Yang, Jianxu Chen, Maridel Fredericksen, David P. Hughes, Danny Z. Chen
Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images. MICCAI (3) (2017)
Xiaoming Chen, Jianxu Chen, Danny Z. Chen, Xiaobo Sharon Hu
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs. DAC (2017)
Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen
Neuron Segmentation Using Deep Complete Bipartite Networks. CoRR (2017)
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. CoRR (2017)
Lin Yang, Yizhe Zhang, Jianxu Chen, Siyuan Zhang, Danny Z. Chen
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. MICCAI (3) (2017)
Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen
Neuron Segmentation Using Deep Complete Bipartite Networks. MICCAI (2) (2017)
Xiaoming Chen, Jianxu Chen, Danny Z. Chen, Xiaobo Sharon Hu
Optimizing Memory Efficiency for Convolution Kernels on Kepler GPUs. CoRR (2017)
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Ziyi Chen
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. NIPS (2016)
Jianxu Chen, Chukka Srinivas
Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks. CoRR (2016)
Jianxu Chen, Lin Yang, Yizhe Zhang, Mark S. Alber, Danny Z. Chen
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation. CoRR (2016)
Jianxu Chen, Mark S. Alber, Danny Ziyi Chen
A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms. IEEE Trans. Medical Imaging 35 (9) (2016)
Jianxu Chen, Yiqing Cai, Chen Wei, Lin Yang, Mark S. Alber, Danny Ziyi Chen
Segmentation and tracking of Pseudomonas aeruginosa for cell dynamics analysis in time-lapse images. ISBI (2016)
Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
Iris Recognition Based on Human-Interpretable Features. IEEE Trans. Inf. Forensics Secur. 11 (7) (2016)
Jianxu Chen, Shant Mahserejian, Mark S. Alber, Danny Z. Chen
A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus Swarms. MICCAI (3) (2015)
Jianxu Chen, Feng Shen, Danny Ziyi Chen, Patrick J. Flynn
Iris recognition based on human-interpretable features. ISBA (2015)
Jianxu Chen, Oleg V. Kim, Rustem I. Litvinov, John W. Weisel, Mark S. Alber, Danny Ziyi Chen
An Automated Approach for Fibrin Network Segmentation and Structure Identification in 3D Confocal Microscopy Images. CBMS (2014)
Jianxu Chen, Cameron W. Harvey, Mark S. Alber, Danny Ziyi Chen
A Matching Model Based on Earth Mover's Distance for Tracking Myxococcus Xanthus. MICCAI (2) (2014)