Sharon Xiaolei Huang

Associate Professor

Sharon Xiaolei Huang

Publication Tags

Neural Networks Image Resolution Learning Image Segmentation Neoplasms Deep Learning Semantics Health Experiments Labels Datasets Image Retrieval Network Architecture Segmentation Screening Deep Neural Networks Machine Learning Computer Vision Object Detection Color Image Quality Air Pixels Rock Property Electronics

Most Recent Papers

Selective synthetic augmentation with HistoGAN for improved histopathology image classification

Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang, 2021, Medical Image Analysis

Label-free detection of rare circulating tumor cells by image analysis and machine learning

Shen Wang, Yuyuan Zhou, Xiaochen Qin, Suresh Nair, Xiaolei Huang, Yaling Liu, 2020, Scientific Reports

Evaluation of image segmentation techniques for image-based rock property estimation

Prakash Purswani, Zuleima T. Karpyn, Khaled Enab, Yuan Xue, Xiaolei Huang, 2020, Journal of Petroleum Science and Engineering

Lane Detection

Dun Liang, Yuan Chen Guo, Shao Kui Zhang, Tai Jiang Mu, Xiaolei Huang, 2020, Journal of Computer Science and Technology on p. 493-505

Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network

Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang, 2020, on p. 1720-1724

Detecting human—object interaction with multi-level pairwise feature network

Hanchao Liu, Tai Jiang Mu, Xiaolei Huang, 2020, Computational Visual Media

Neural Wireframe Renderer: Learning Wireframe to Image Translations

Y Xue, Z Zhou, Xiaolei Huang, 2020,

Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification

Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, K Cheng, Xiaolei Huang, 2020, Medical Image Analysis on p. 101816

3D-CNN-SPP: A patient risk prediction system from electronic health records via 3D CNN and spatial pyramid pooling

Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang, 2020, IEEE Transactions on Emerging Topics in Computational Intelligence

SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos

Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang, 2020,

Most-Cited Papers

Global contrast based salient region detection

Ming Ming Cheng, Guo Xin Zhang, Niloy J. Mitra, Xiaolei Huang, Shi Min Hu, 2011, on p. 409-416

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

StackGAN

Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris Metaxas, 2017, on p. 5908-5916

AttnGAN

Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He, 2018, on p. 1316-1324

Traffic-Sign Detection and Classification in the Wild

Zhe Zhu, Dun Liang, Songhai Zhang, Xiaolei Huang, Baoli Li, Shimin Hu, 2016, on p. 2110-2118

SalientShape: Group saliency in image collections

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

SPDA-CNN

Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed Elgammal, Dimitris Metaxas, 2016, on p. 1143-1152

SegAN: Adversarial network with multi-scale L <sub>1</sub> loss for medical image segmentation

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

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

Multimodal deep learning for cervical dysplasia diagnosis

Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas, 2016, on p. 115-123