Sharon Xiaolei Huang

Associate Professor

Sharon Xiaolei Huang

Publication Tags

Neural Networks Polymers Image Retrieval Nanocomposites Network Architecture Convolutional Neural Networks Learning Pixels Hot Temperature Synthesis Image Resolution Machine Learning Experiments Image Segmentation Neoplasms Image Quality Labels Computer Graphics Segmentation Poly(Vinylidene Fluoride Co Hexafluoro Propylene) Datasets Object Detection Screening Color Learning Systems

Most Recent Papers

Zebrafish Histotomography Noise Removal in Projection and Reconstruction Domains

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

Deep image synthesis from intuitive user input

Yuan Xue, Yuan Chen Guo, Han Zhang, Tao Xu, Song Hai Zhang, Xiaolei Huang, 2022, Computational Visual Media on p. 3-31

Comparative Study of Traditional and Deep-Learning Denoising Approaches for Image-Based Petrophysical Characterization of Porous Media

Miral Tawfik, Amogh Adishesha, Yuhan Hsi, Prakash Purswani, Russell Johns, Parisa Shokouhi, Sharon Xiaolei Huang, Zuleima Karpyn, 2022, Frontiers in Water

Zebrafish histotomography noise removal in projection and reconstruction domains

Amogh Subbakrishna Adishesha, Daniel J. Vanselow, Patrick La Riviere, Xiaolei Huang, Keith C. 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

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

Jiarong Ye, Yuan Xue, Keith Cheng, Richard Zaino, Peter Liu, Sharon Xiaolei Huang, 2021, on p. 613-623

Deep Image Synthesis from Intuitive User Input: A Review and Perspectives

Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Sharon Xiaolei Huang, 2021, Computational Visual Media on p. 3-31

Scheduling Massive Camera Streams to Optimize Large-Scale Live Video Analytics

Chenghao Rong, Jessie Wang, Juncai Liu, Jilong Wang, Fenghua Li, Xiaolei Huang, 2021, IEEE/ACM Transactions on Networking on p. 1-14

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis

Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang, 2021, on p. 613-623

LambdaUNet

Yanglan Ou, Ye Yuan, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T.C. Wong, 2021, on p. 731-741

Most-Cited Papers

Global contrast based salient region detection

Ming Ming Cheng, Niloy J. Mitra, 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

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

SalientShape: Group saliency in image collections

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

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

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

Multimodal deep learning for cervical dysplasia diagnosis

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