Yimin Hou

发表

Brain MRI Unsupervised Segmentation Method Based on Gaussian Mixture Model and Markov Random Field

Ji-Song Guan, Yao Shi, H. Kong, 2013 .

A Motor Imagery Signals Classification Method via the Difference of EEG Signals Between Left and Right Hemispheric Electrodes

Yifei Zhang, Yimin Hou, Ziqian Hao, 2022, Frontiers in Neuroscience.

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals

Y. Li, J. Lv, Yimin Hou, 2020, IEEE transactions on neural networks and learning systems.

Predicting Movie Trailer Viewer's “Like/Dislike” via Learned Shot Editing Patterns

Xintao Hu, Lei Guo, Tianming Liu, 2016, IEEE Transactions on Affective Computing.

Mixture model and Markov random field-based remote sensing image unsupervised clustering method

Yimin Hou, Xiangmin Lun, Nini Rao, 2011 .

A novel approach of decoding EEG four-class motor imagery tasks via scout ESI and CNN

Yimin Hou, Xiangmin Lun, Shuyue Jia, 2020, Journal of neural engineering.

Distinguishing Different Emotions Evoked by Music via Electroencephalographic Signals

Yimin Hou, Shuaiqi Chen, Shuaiqi Chen, 2019, Comput. Intell. Neurosci..

Human-in-the-Loop Low-Shot Learning

Yunfeng Dong, Zhiquan Ren, Yimin Hou, 2020, IEEE Transactions on Neural Networks and Learning Systems.

MgNet: A fault diagnosis approach for multi-bearing system based on auxiliary bearing and multi-granularity information fusion

Yimin Hou, Dong Wang, Mingcong Tang, 2023, Mechanical Systems and Signal Processing.

Deep Feature Mining via the Attention-Based Bidirectional Long Short Term Memory Graph Convolutional Neural Network for Human Motor Imagery Recognition

Yimin Hou, Shu Zhang, Shuyue Jia, 2022, Frontiers in Bioengineering and Biotechnology.

Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition

Y. Li, Yimin Hou, Rui Zeng, 2020, arXiv.org.

A novel method for classification of multi-class motor imagery tasks based on feature fusion

Yimin Hou, Xiangmin Lun, X. Lun, 2021, Neuroscience Research.

What Makes a Good Movie Trailer?: Interpretation from Simultaneous EEG and Eyetracker Recording

Jinglei Lv, Kaiming Li, Tianming Liu, 2016, ACM Multimedia.

A Simplified CNN Classification Method for MI-EEG via the Electrode Pairs Signals

Yimin Hou, Xiangmin Lun, Tao Chen, 2020, Frontiers in Human Neuroscience.

A Robust Soft Decision Mixture Model for Image Segmentation

Feng Zhang, Pan Lin, Chongxun Zheng, 2005, ICNC.

Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals

Y. Li, Yimin Hou, Shuyue Jia, 2020, ArXiv.

NSTBNet: Toward a nonsubsampled shearlet transform for broad convolutional neural network image denoising

Yan Chen, Chengkun Zhang, Yimin Hou, 2022, Digit. Signal Process..

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals

Y. Li, Yimin Hou, Shu Zhang, 2020, IEEE Transactions on Neural Networks and Learning Systems.