Hujun Yin

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 86

Top Venues

Publications

Boyan Xu, Hujun Yin
A slimmer and deeper approach to deep network structures for low-level vision tasks. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Runqi Chai, Hanlin Niu, Joaquín Carrasco, Farshad Arvin, Hujun Yin, Barry Lennox
Design and Experimental Validation of Deep Reinforcement Learning-Based Fast Trajectory Planning and Control for Mobile Robot in Unknown Environment. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Tajul Miftahushudur, Bruce Grieve, Hujun Yin
Permuted KPCA and SMOTE to Guide GAN-Based Oversampling for Imbalanced HSI Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Lintao Xiang, Hujun Yin
Feature-enhanced representation with transformers for multi-view stereo. IET Image Process. 18 (6) (2024)
Bin Cui, Yao Peng, Yonghong Zhang, Hujun Yin, Hong Fang, Shanchuan Guo, Peijun Du
Enhanced Edge Information and Prototype Constrained Clustering for SAR Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Halil Mertkan Sahin, Tajul Miftahushudur, Bruce Grieve, Hujun Yin
Segmentation of weeds and crops using multispectral imaging and CRF-enhanced U-Net. Comput. Electron. Agric. 211 (2023)
Halil Mertkan Sahin, Bruce Grieve, Hujun Yin
Combining of Markov Random Field and Convolutional Neural Networks for Hyper/Multispectral Image Classification. IDEAL (2023)
Yiqian Mao, Shan Zhong, Hujun Yin
DRLFluent: A distributed co-simulation framework coupling deep reinforcement learning with Ansys-Fluent on high-performance computing systems. J. Comput. Sci. 74 (2023)
Tajul Miftahushudur, Halil Mertkan Sahin, Bruce Grieve, Hujun Yin
Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification. IDEAL (2023)
Yao Peng, Bin Cui, Hujun Yin, Yonghong Zhang, Peijun Du
Automatic SAR Change Detection Based on Visual Saliency and Multi-Hierarchical Fuzzy Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jing Huo, Xiangde Liu, Wenbin Li, Yang Gao, Hujun Yin, Jiebo Luo
CAST: Learning Both Geometric and Texture Style Transfers for Effective Caricature Generation. IEEE Trans. Image Process. 31 (2022)
Mengyuan Ma, Hujun Yin
Scene Context Enhanced Network for Person Search. ICIP (2022)
Qing Tian, Chuang Ma, Meng Cao, Songcan Chen, Hujun Yin
A Convex Discriminant Semantic Correlation Analysis for Cross-View Recognition. IEEE Trans. Cybern. 52 (2) (2022)
Qing Tian, Yanan Zhu, Heyang Sun, Songcan Chen, Hujun Yin
Unsupervised Domain Adaptation Through Dynamically Aligning Both the Feature and Label Spaces. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Jingwen Su, Boyan Xu, Hujun Yin
A survey of deep learning approaches to image restoration. Neurocomputing 487 (2022)
Qifan Zhou, Hujun Yin
A U-Net Based Progressive GAN for Microscopic Image Augmentation. MIUA (2022)
Mengyu Liu, Hujun Yin
Efficient pyramid context encoding and feature embedding for semantic segmentation. Image Vis. Comput. 111 (2021)
Hanlin Niu, Ze Ji, Farshad Arvin, Barry Lennox, Hujun Yin, Joaquín Carrasco
Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player. CoRR (2021)
Aftab Khan, Hujun Yin
Arbitrarily shaped Point Spread Function (PSF) estimation for single image blind deblurring. Vis. Comput. 37 (7) (2021)
Tian Meng, Yang Tao, Ziqi Chen, Jorge R. Salas Avila, Qiaoye Ran, Yuchun Shao, Ruochen Huang, Yuedong Xie, Qian Zhao, Zhijie Zhang, Hujun Yin, Anthony J. Peyton, Wuliang Yin
Depth Evaluation for Metal Surface Defects by Eddy Current Testing Using Deep Residual Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 70 (2021)
Hanlin Niu, Ze Ji, Pietro Liguori, Hujun Yin, Joaquín Carrasco
Design, Integration and Sea Trials of 3D Printed Unmanned Aerial Vehicle and Unmanned Surface Vehicle for Cooperative Missions. CoRR (2021)
Tian Meng, Yang Tao, Ziqi Chen, Jorge R. Salas Avila, Qiaoye Ran, Yuchun Shao, Ruochen Huang, Yuedong Xie, Qian Zhao, Zhijie Zhang, Hujun Yin, Anthony J. Peyton, Wuliang Yin
Depth Evaluation for Metal Surface Defects by Eddy Current Testing using Deep Residual Convolutional Neural Networks. CoRR (2021)
Boyan Xu, Hujun Yin
DC-Deblur: A Dilated Convolutional Network for Single Image Deblurring. IDEAL (2021)
Jingwen Su, Hujun Yin
Efficient Multi-Objective GANs for Image Restoration. ICASSP (2021)
Mengyu Liu, Hujun Yin
Dual Graph-Based Context Aggregation for Scene Parsing. BMVC (2021)
Boyan Xu, Hujun Yin
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. CoRR (2021)
Hanlin Niu, Ze Ji, Pietro Liguori, Hujun Yin, Joaquín Carrasco
Design, Integration and Sea Trials of 3D Printed Unmanned Aerial Vehicle and Unmanned Surface Vehicle for Cooperative Missions. SII (2021)
Qing Tian, Meng Cao, Songcan Chen, Hujun Yin
Structure-Exploiting Discriminative Ordinal Multioutput Regression. IEEE Trans. Neural Networks Learn. Syst. 32 (1) (2021)
Hanlin Niu, Ze Ji, Zihang Zhu, Hujun Yin, Joaquín Carrasco
3D Vision-guided Pick-and-Place Using Kuka LBR iiwa Robot. CoRR (2021)
Hanlin Niu, Ze Ji, Zihang Zhu, Hujun Yin, Joaquín Carrasco
3D Vision-guided Pick-and-Place Using Kuka LBR iiwa Robot. SII (2021)
Ananya Gupta, Simon Watson, Hujun Yin
Deep learning-based aerial image segmentation with open data for disaster impact assessment. Neurocomputing 439 (2021)
Tajul Miftahushudur, Bruce Grieve, Hujun Yin
Ensemble Synthetic Oversampling with Manhattan Distance for Unbalanced Hyperspectral Data. IDEAL (2021)
Mengyu Liu, Hujun Yin
Sparse Spatial Attention Network For Semantic Segmentation. ICIP (2021)
Mengyu Liu, Hujun Yin
Sparse Spatial Attention Network for Semantic Segmentation. CoRR (2021)
Boyan Xu, Hujun Yin
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution. IJCNN (2021)
Hanlin Niu, Ze Ji, Farshad Arvin, Barry Lennox, Hujun Yin, Joaquín Carrasco
Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player. SII (2021)
Qing Tian, Wenqiang Zhang, Junxiang Mao, Hujun Yin
Real-time human cross-race aging-related face appearance detection with deep convolution architecture. J. Real Time Image Process. 17 (1) (2020)
Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin
CNN-Based Semantic Change Detection in Satellite Imagery. CoRR (2020)
Sebastian Flennerhag, Andrei A. Rusu, Razvan Pascanu, Francesco Visin, Hujun Yin, Raia Hadsell
Meta-Learning with Warped Gradient Descent. ICLR (2020)
Antonio González-Pardo, Antonio J. Tallón-Ballesteros, Hujun Yin
Special issue on new trends and challenges of bio-inspired computational intelligence algorithms in massively complex systems. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Yao Peng, Richard Hankins, Hujun Yin
Data-Independent Feature Learning with Markov Random Fields in Convolutional Neural Networks. Neurocomputing 378 (2020)
Jingwen Su, Hujun Yin
Improving Adversarial Learning with Image Quality Measures for Image Deblurring. IDEAL (1) (2020)
Ananya Gupta, Simon Watson, Hujun Yin
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment. CoRR (2020)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks. CoRR (2020)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Qing Tian, Wenqiang Zhang, Meng Cao, Liping Wang, Songcan Chen, Hujun Yin
Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Boyan Xu, Hujun Yin
A Slimmer and Deeper Approach to Network Structures for Image Denoising and Dehazing. IDEAL (1) (2020)
Halil Mertkan Sahin, Bruce Grieve, Hujun Yin
Automatic Multispectral Image Classification of Plant Virus from Leaf Samples. IDEAL (1) (2020)
Ananya Gupta, Simon Watson, Hujun Yin
3D Point Cloud Feature Explanations Using Gradient-Based Methods. IJCNN (2020)
Ananya Gupta, Simon Watson, Hujun Yin
3D Point Cloud Feature Explanations Using Gradient-Based Methods. CoRR (2020)
Yao Peng, Hujun Yin
ApprGAN: appearance-based GAN for facial expression synthesis. IET Image Process. 13 (14) (2019)
Xingang Mou, Jian Cui, Hujun Yin, Xiao Zhou
Tracking Position and Status of Electric Control Switches Based on YOLO Detector. IDEAL (1) (2019)
Sebastian Flennerhag, Andrei A. Rusu, Razvan Pascanu, Hujun Yin, Raia Hadsell
Meta-Learning with Warped Gradient Descent. CoRR (2019)
Mengyu Liu, Hujun Yin
Cross Attention Network for Semantic Segmentation. ICIP (2019)
Mengyu Liu, Hujun Yin
Feature Pyramid Encoding Network for Real-time Semantic Segmentation. CoRR (2019)
Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin
Post Disaster Mapping With Semantic Change Detection in Satellite Imagery. CVPR Workshops (2019)
Mengyu Liu, Hujun Yin
Cross Attention Network for Semantic Segmentation. CoRR (2019)
Ananya Gupta, Elisabeth Welburn, Simon Watson, Hujun Yin
CNN-Based Semantic Change Detection in Satellite Imagery. ICANN (Workshop) (2019)
Qing Tian, Meng Cao, Songcan Chen, Hujun Yin
Relationships Self-Learning Based Gender-Aware Age Estimation. Neural Process. Lett. 50 (3) (2019)
Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin
Multi-Temporal High Resolution Aerial Image Registration Using Semantic Features. CoRR (2019)
Jingwen Su, Yao Peng, Hujun Yin
Image Quality Constrained GAN for Super-Resolution. IDEAL (1) (2019)
Mengyu Liu, Hujun Yin
Feature Pyramid Encoding Network for Real-time Semantic Segmentation. BMVC (2019)
Ananya Gupta, Yao Peng, Simon Watson, Hujun Yin
Multitemporal Aerial Image Registration Using Semantic Features. IDEAL (2) (2019)
Corneliu T. C. Arsene, Richard Hankins, Hujun Yin
Deep Learning Models for Denoising ECG Signals. EUSIPCO (2019)
Jing Huo, Yang Gao, Yinghuan Shi, Hujun Yin
Cross-Modal Metric Learning for AUC Optimization. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Xiaohong Chen, Hujun Yin, Fan Jiang, Liping Wang
Multi-view dimensionality reduction based on Universum learning. Neurocomputing 275 (2018)
Ananya Gupta, Jonathan Byrne, David Moloney, Simon Watson, Hujun Yin
Automatic Tree Annotation in LiDAR Data. GISTAM (2018)
Sebastian Flennerhag, Hujun Yin, John A. Keane, Mark Elliot
Breaking the Activation Function Bottleneck through Adaptive Parameterization. CoRR (2018)
Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
WebCaricature: a benchmark for caricature recognition. BMVC (2018)
Ali AlSuwaidi, Bruce Grieve, Hujun Yin
Feature-Ensemble-Based Novelty Detection for Analyzing Plant Hyperspectral Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (4) (2018)
Richard Hankins, Yao Peng, Hujun Yin
Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks. IDEAL (1) (2018)
Yicun Ouyang, Hujun Yin
Multi-Step Time Series Forecasting with an Ensemble of Varied Length Mixture Models. Int. J. Neural Syst. 28 (4) (2018)
Qing Tian, Wenqiang Zhang, Liping Wang, Songcan Chen, Hujun Yin
-centroid. Neurocomputing 313 (2018)
Richard Hankins, Yao Peng, Hujun Yin
SOMNet: Unsupervised Feature Learning Networks for Image Classification. IJCNN (2018)
Yao Peng, Hujun Yin
Facial expression analysis and expression-invariant face recognition by manifold-based synthesis. Mach. Vis. Appl. 29 (2) (2018)
Yao Peng, Menyu Liu, Hujun Yin
Deep Neural Networks with Markov Random Field Models for Image Classification. IDEAL (1) (2018)
Jing Huo, Yang Gao, Yinghuan Shi, Wanqi Yang, Hujun Yin
Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning. IEEE Trans. Cybern. 48 (6) (2018)
Sebastian Flennerhag, Hujun Yin, John A. Keane, Mark Elliot
Breaking the Activation Function Bottleneck through Adaptive Parameterization. NeurIPS (2018)
Jing Huo, Yang Gao, Yinghuan Shi, Hujun Yin
Variation Robust Cross-Modal Metric Learning for Caricature Recognition. ACM Multimedia (Thematic Workshops) (2017)
Weilin Huang, Hujun Yin
Robust face recognition with structural binary gradient patterns. Pattern Recognit. 68 (2017)
Ali AlSuwaidi, Bruce Grieve, Hujun Yin
Towards Spectral-Texture Approach to Hyperspectral Image Analysis for Plant Classification. IDEAL (2017)
Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
WebCaricature: a benchmark for caricature face recognition. CoRR (2017)
Yao Peng, Hujun Yin
Markov Random Field Based Convolutional Neural Networks for Image Classification. IDEAL (2017)
Xiaohong Chen, Hujun Yin, Menglei Hu, Liping Wang
Universum Discriminant Canonical Correlation Analysis. IDEAL (2017)
Yao Peng, Hujun Yin
Expression Classification and Intensity Estimation by Expression Manifold Synthesis. IDEAL (2016)
Jing Huo, Yang Gao, Yinghuan Shi, Wanqi Yang, Hujun Yin
Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition. ACM Multimedia (2016)
Hujun Yin, Shireen Mohd Zaki
A Self-Organising Multi-Manifold Learning Algorithm. IWINAC (2) (2015)
Weilin Huang, Hujun Yin
Robust Face Recognition with Structural Binary Gradient Patterns. CoRR (2015)
Yicun Ouyang, Hujun Yin
Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network. IDEAL (2015)
Shireen Mohd Zaki, Hujun Yin
Multi-manifold Approach to Multi-view Face Recognition. IDEAL (2015)
Jing Huo, Yang Gao, Wanqi Yang, Hujun Yin
Multi-Instance Dictionary Learning for Detecting Abnormal Events in Surveillance Videos. Int. J. Neural Syst. 24 (3) (2014)
Yu-Bin Yang, Ya-Nan Li, Yang Gao, Hujun Yin, Ye Tang
Structurally Enhanced Incremental Neural Learning for Image Classification with Subgraph Extraction. Int. J. Neural Syst. 24 (7) (2014)
Yicun Ouyang, Hujun Yin
Time series prediction with a non-causal neural network. CIFEr (2014)
Liang Chen, Ming Yang, Cheng Deng, Hujun Yin
Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification. IDEAL (2014)
Lei A. Clifton, David A. Clifton, Yang Zhang, Peter J. Watkinson, Lionel Tarassenko, Hujun Yin
Probabilistic Novelty Detection With Support Vector Machines. IEEE Trans. Reliab. 63 (2) (2014)
Yicun Ouyang, Hujun Yin
A neural gas mixture autoregressive network for modelling and forecasting FX time series. Neurocomputing 135 (2014)
Yicun Ouyang, Hujun Yin
Multi-step Forecast Based on Modified Neural Gas Mixture Autoregressive Model. IDEAL (2014)
Liqiang Qian, Yinghuan Shi, Yang Gao, Hujun Yin
Voting-XCSc: A Consensus Clustering Method via Learning Classifier System. IDEAL (2013)
Yusheng Jia, Wanqi Yang, Yang Gao, Hujun Yin, Yinghuan Shi
Image Super Resolution via Visual Prior Based Digital Image Characteristics. IDEAL (2013)
Yicun Ouyang, Hujun Yin
Forecasting Financial Time Series Using a Hybrid Self-Organising Neural Model. IDEAL (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hujun Yin