Sharon Xiaolei Huang

Associate Professor

Sharon Xiaolei Huang

Publication Tags

Polymers Biopolymers Image Segmentation Software Image Retrieval Object Nanocomposites Object Detection Neoplasms Tissue Fluorescence Microscopy Tumors Microscopic Examination Machine Learning Linear Programming Hot Temperature Actins Color Confocal Microscopy Pixels Screening Textures Neural Networks Internet Microscopy

Most Recent Papers

Phase-field modeling and machine learning of electric-thermal-mechanical breakdown of polymer-based dielectrics

Zhong Hui Shen, Jian Jun Wang, Jian Yong Jiang, Sharon X. Huang, Yuan Hua Lin, Ce Wen Nan, Long Qing Chen, Yang Shen, 2019, Nature communications

Automated Tracking of Biopolymer Growth and Network Deformation with TSOAX

Ting Xu, Christos Langouras, Maral Adeli Koudehi, Bart E. Vos, Ning Wang, Gijsje H. Koenderink, Xiaolei Huang, Dimitrios Vavylonis, 2019, Scientific reports

StackGAN++

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence on p. 1947-1962

SegAN

Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang, 2018, Neuroinformatics on p. 383-392

An efficient algorithm for dynamic MRI using low-rank and total variation regularizations

Jiawen Yao, Zheng Xu, Sharon Xiaolei Huang, Junzhou Huang, 2018, Medical Image Analysis on p. 14-27

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou, 2018, IEEE Transactions on Biomedical Engineering

Integrated local binary pattern texture features for classification of breast tissue imaged by optical coherence microscopy

Sunhua Wan, Hsiang Chieh Lee, Xiaolei Huang, Ting Xu, Tao Xu, Xianxu Zeng, Zhan Zhang, Yuri Sheikine, James L. Connolly, James G. Fujimoto, Chao Zhou, 2017, Medical Image Analysis on p. 104-116

Multi-feature based benchmark for cervical dysplasia classification evaluation

Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer Antani, Xiaolei Huang, 2017, Pattern Recognition on p. 468-475

Global contrast based salient region detection

Ming Ming Cheng, Niloy J. Mitra, Sharon Xiaolei Huang, Philip H.S. Torr, Shi Min Hu, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence on p. 569-582

SOAX

Ting Xu, Dimitrios Vavylonis, Feng Ching Tsai, Gijsje H. Koenderink, Wei Nie, Eddy Yusuf, I. Ju Lee, Jian Qiu Wu, Xiaolei Huang, 2015, Scientific reports

Most-Cited Papers

Global contrast based salient region detection

Ming Ming Cheng, Niloy J. Mitra, Sharon Xiaolei Huang, Philip H.S. Torr, Shi Min Hu, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence on p. 569-582

SalientShape

Ming Ming Cheng, Niloy J. Mitra, Sharon Xiaolei Huang, Shi Min Hu, 2014, Visual Computer on p. 443-453

Repfinder

Ming Ming Cheng, Fang Lue Zhang, Niloy J. Mitra, Sharon Xiaolei Huang, Shi Min Hu, 2010, ACM Transactions on Graphics

Segmentation and tracking of cytoskeletal filaments using open active contours

Matthew B. Smith, Hongsheng Li, Tian Shen, Xiaolei Huang, Eddy Yusuf, Dimitrios Vavylonis, 2010, Cytoskeleton on p. 693-705

Active volume models for medical image segmentation

Tian Shen, Hongsheng Li, Sharon Xiaolei Huang, 2011, IEEE Transactions on Medical Imaging on p. 774-791

SegAN

Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang, 2018, Neuroinformatics on p. 383-392

Object matching using a locally affine invariant and linear programming techniques

Hongsheng Li, Xiaolei Huang, Lei He, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence on p. 411-424

Multimodal entity coreference for cervical dysplasia diagnosis

Dezhao Song, Edward Kim, Sharon Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer Antani, 2015, IEEE Transactions on Medical Imaging on p. 229-245

SOAX

Ting Xu, Dimitrios Vavylonis, Feng Ching Tsai, Gijsje H. Koenderink, Wei Nie, Eddy Yusuf, I. Ju Lee, Jian Qiu Wu, Xiaolei Huang, 2015, Scientific reports

3D actin network centerline extraction with multiple active contours

Ting Xu, Dimitrios Vavylonis, Sharon Xiaolei Huang, 2014, Medical Image Analysis on p. 272-284