A Robust Soft Decision Mixture Model for Image Segmentation. - Pan Lin; Feng Zhang; Chongxun Zheng; Yong Yang 001; Yimin Hou (ICNC (3), 2005)

A Novel MRF-Based Image Segmentation Algorithm. - Yimin Hou; Lei Guo; Xiangmin Lun (ICARCV, 2006)

An Efficient Unsupervised MRF Image Clustering Method. - Yimin Hou; Lei Guo; Xiangmin Lun (PRICAI, 2006)

Research on Monitoring System of Circuit Breakers Based on Neural Networks. - Yimin Hou; Tao Liu; Xiangmin Lun; Jianjun Lan; Yang Cui (MVHI, 2010)

Gaussian Mixture Model Segmentation Algorithm for Remote Sensing Image. - Yimin Hou; Xiaoli Sun; Xiangmin Lun; Jianjun Lan (MVHI, 2010)

What Makes a Good Movie Trailer?: Interpretation from Simultaneous EEG and Eyetracker Recording. - Sidi Liu; Jinglei Lv; Yimin Hou; Ting Shoemaker; Qinglin Dong; Kaiming Li; Tianming Liu 001 (ACM Multimedia, 2016)

Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns. - Yimin Hou; Ting Xiao; Shu Zhang 001; Xi Jiang 001; Xiang Li 001; Xintao Hu; Junwei Han 001; Lei Guo 002; L. Stephen Miller; Richard Neupert; Tianming Liu 001 (IEEE Trans. Affect. Comput., 2016)

Commercial Video Evaluation via Low-Level Feature Extraction and Selection. - Xiangmin Lun; Mingxuan Wang; Zhenglin Yu; Yimin Hou (Adv. Multim., 2018)

Distinguishing Different Emotions Evoked by Music via Electroencephalographic Signals. - Yimin Hou; Shuaiqi Chen (Comput. Intell. Neurosci., 2019)

Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition. - Yimin Hou; Shuyue Jia; Shu Zhang 001; Xiangmin Lun; Yan Shi 010; Yang Li 011; Hanrui Yang; Rui Zeng; Jinglei Lv (CoRR, 2020)

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals. - Xiangmin Lun; Shuyue Jia; Yimin Hou; Yan Shi 010; Yang Li 011; Hanrui Yang; Shu Zhang 001; Jinglei Lv (CoRR, 2020)

Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signals. - Shuyue Jia; Yimin Hou; Yan Shi 010; Yang Li 011 (CoRR, 2020)

A novel approach of CNN for human motor imagery recognition using the virtual electrode pairs. - Xiangmin Lun; Zhenglin Yu; Fang Wang; Tao Chen; Yimin Hou (J. Intell. Fuzzy Syst., 2021)

Gated Value Network for Multilabel Classification. - Yimin Hou; Sen Wan; Feng Bao 002; Zhiquan Ren; Yunfeng Dong; Qionghai Dai; Yue Deng 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Human-in-the-Loop Low-Shot Learning. - Sen Wan; Yimin Hou; Feng Bao 002; Zhiquan Ren; Yunfeng Dong; Qionghai Dai; Yue Deng 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

NSTBNet: Toward a nonsubsampled shearlet transform for broad convolutional neural network image denoising. - Zhiyu Lyu; Yan Chen; Yimin Hou; Chengkun Zhang (Digit. Signal Process., 2022)

IPDNet: A dual convolutional network combined with image prior for single image dehazing. - Yan Chen; Zhiyu Lyu; Yimin Hou (Eng. Appl. Artif. Intell., 2023)

A Combined Virtual Electrode-Based ESA and CNN Method for MI-EEG Signal Feature Extraction and Classification. - Xiangmin Lun; Yifei Zhang; Mengyang Zhu; Yongheng Lian; Yimin Hou (Sensors, 2023)

MCPNet: Multi-space color correction and features prior fusion for single-image dehazing in non-homogeneous haze scenarios. - Zhiyu Lyu; Yan Chen; Yimin Hou (Pattern Recognit., 2024)

Underground Power Cable Fault Detection and Localization Based on the Spectrum of Propagation Functions. - Chunqi Liu; Yimin Hou; Zhimin Duan; Rui Shang; Kunpeng Wang; Dongsheng Chen (IEEE Trans. Instrum. Meas., 2024)

A dual fusion deep convolutional network for blind universal image denoising. - Zhiyu Lyu; Yan Chen; Haojun Sun; Yimin Hou (Signal Process. Image Commun., 2024)

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals. - Yimin Hou; Shuyue Jia; Xiangmin Lun; Ziqian Hao; Yan Shi 010; Yang Li 011; Rui Zeng; Jinglei Lv (IEEE Trans. Neural Networks Learn. Syst., 2024)

Emotion recognition based on EEG signals and face images. - Yongheng Lian; Mengyang Zhu; Zhiyuan Sun; Jianwei Liu; Yimin Hou (Biomed. Signal Process. Control., 2025)

Bi-level identification of governing equations for nonlinear physical systems. - Zeyu Li; Huining Yuan 002; Wang Han; Yimin Hou; Hongjue Li; Haidong Ding; Zhiguo Jiang 001; Lijun Yang (Nat. Comput. Sci., 2025)