Haiguang Xu

According to our database, Haiguang Xu authored at least 8 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method.

Weitian Li, Haiguang Xu, Zhixian Ma, Ruimin Zhu, Dan Hu, Zhenghao Zhu, Junhua Gu, Chenxi Shan, Jie Zhu, Xiang-Ping Wu

CoRR, 2019

Classification of Radio Galaxy Images with Semi-supervised Learning.

Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu

Proceedings of the Data Mining and Big Data - 4th International Conference, 2019

Radio Galaxy Morphology Simulation via Residual Conditional Variational Autoencoder.

Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu

Proceedings of the 15th International Conference on Computational Intelligence and Security, 2019

2018

Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models.

Zhixian Ma, Jie Zhu, Weitian Li, Haiguang Xu

CoRR, 2018

Radio Galaxy Morphology Generation using Residual Convolutional Autoencoder and Gaussian Mixture Models.

Zhixian Ma, Jie Zhu, Weitian Li, Haiguang Xu

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

An Approach to Detect Cavities in X-Ray Astronomical Images Using Granular Convolutional Neural Networks.

Zhixian Ma, Jie Zhu, Weitian Li, Haiguang Xu

IEICE Trans. Inf. Syst., 2017

X-ray Astronomical Point Sources Recognition Using Granular Binary-tree SVM.

Zhixian Ma, Weitian Li, Lei Wang, Haiguang Xu, Jie Zhu

CoRR, 2017

2016

Classification of X-Ray Galaxy Clusters with Morphological Feature and Tree SVM.

Lei Wang, Zhixian Ma, Haiguang Xu, Jie Zhu

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016