Sharon Xiaolei Huang

Associate Professor

Sharon Xiaolei Huang

Publication Tags

Neural Networks Image Resolution Image Segmentation Learning Neoplasms Semantics Labels Datasets Image Retrieval Network Architecture Deep Learning Experiments Segmentation Screening Machine Learning Computer Vision Object Detection Color Image Quality Air Pixels Rock Property Circulating Neoplastic Cells Image Classification Rocks

Most Recent Papers

Zebrafish histotomography noise removal in projection and reconstruction domains

Amogh Subbakrishna Adishesha, Daniel J. Vanselow, Patrick La Riviere, Xiaolei Huang, Keith Cheng, 2021, on p. 140-144

Zebrafish Histotomography Noise Removal in Projection and Reconstruction Domains

Amogh Subbakrishna Adishesha, Daniel Vanselow, Patrick La Riviere, Sharon Xiaolei Huang, Keith Cheng, 2021, on p. 140-144

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

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

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

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

Shape-Aware Organ Segmentation by Predicting Signed Distance Maps

Y. Xue, H. Tang, Z. Qiao, G. Gong, Y. Yin, Xiaolei Huang, 2020, Proc. of the 34th AAAI Conference on Artificial Intelligence (AAAI)

Neural Wireframe Renderer: Learning Wireframe to Image Translations

Y Xue, Z Zhou, Xiaolei Huang, 2020, on p. 279-295

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

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: 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

SPDA-CNN: Unifying semantic part detection and abstraction for fine-grained recognition

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

Multimodal deep learning for cervical dysplasia diagnosis

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