Challenge

• Fine-tuned SwinIR.
  Hansheng Guo, Guangwei Gao, Tieyong Zeng.
  NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results at CVPR2022.
  [ Paper ] [ Homepage ]

Preprints

1. Zhengxue Wang, Zhiqiang Yan, Ming-Hsuan Yang, Jinshan Pan, Jian Yang, Ying Tai, Guangwei Gao.
   Scene Prior Filtering for Depth Map Super-Resolution.
   arXiv:2402.13876, 2024
   [ Paper ] [ Project ]
   




2. Pu Huang, Cheng Tong, Bowen Wu, Guangwei Gao, Zhangjing Yang.
   Joint Channel and Center Cosine Embedding Losses for Deep Image Classification.
   Expert Systems With Applications, Under Review.
   [ Paper ]




3. Liping Wang (student), Guangwei Gao*, Juncheng Li, Zhenhua Guo.
   DECTNet: A Detail Enhanced CNN-Transformer Network for Single Image Deraining.
   IEEE Transactions on Instrumentation & Measurement (TIM), Under Review.
   [ Paper ]




4. Guoan Xu, Wenjing Jia, Tao Wu, Ligeng Chen, Guangwei Gao.
   HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation.
   IEEE Transactions on Image Processing (TIP), Under Review.
   [ Paper ]




5. Fei Wu, Xi Xu, Yibo Song, Guangwei Gao, Xiao-Yuan Jing.
   Blockchain-based Federated Learning with Metric and Imbalanced Learning for Visual Classification.
   Image and Vision Computing, Under Review.
   [ Paper ]




6. Wenjie Li, Mei Wang, Kai Zhang, Juncheng Li, Xiaoming Li, Yuhang Zhang, Guangwei Gao*, Weihong Deng, Chia-Wen Lin.
   Survey on Deep Face Restoration: From Non-blind to Blind and Beyond.
   arXiv:2309.15490, 2023
   [ Paper ] [ Project ]
   




7. Fei Wu, Guangchuan Peng, Yimu Ji, Guangwei Gao, Xiao-Yuan Jing, Guo-Ping Jiang.
   Federated Learning-based Adversarial Cross-Modal Hashing.
   Pattern Recognition (PR), Under Review.
   [ Paper ]




8. Haonan Jin (student), Chunying Liu, Guangwei Gao*, Juncheng Li, Huimin Lu, Yi Yu.
   Efficient Dual-branch Information Interaction Network for Lightweight Image Super-Resolution.
   IEEE Transactions on Instrumentation & Measurement (TIM), Under Review.
   [ Paper ]




9. Jiwei Zhang, Yi Yu, Guangwei Gao, Suhua Tang, Jianming Wu, Toshihiko Yamasaki.
   Adversarial Contrastive Autoencoder with Shared Attention for Audio-Visual Correlation Learning.
   Neural Computing and Applications (NCAA), Under Review.
   [ Paper ]




10. Juncheng Li, Bodong Cheng, Ying Chen, Guangwei Gao, Tieyong Zeng.
    EWT: Efficient Wavelet-Transformer for Single Image Denoising.
    Neural Networks, Under Review.
    [ Paper ]




11. Quan Zhou, XIaofu Wu, Guangwei Gao, Zongyuan Ge, Longin Jan Latecki.
    CCANet: Categorical Contextual Aggregating Network for Image Semantic Segmentation.
    IEEE Transactions on Consumer Electronics (TCE), Under Review.
    [ Paper ]




12. Wenjie Li (student), Juncheng Li, Guangwei Gao*, Weihong Deng, Jian Yang, Guo-Jun Qi, Chia-Wen Lin.
    Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network.
    arXiv:2212.14181, 2022
    [ Paper ]

Journal

1. Juncheng Li, Zehua Pei, Wenjie Li, Guangwei Gao, Longguang Wang, Yingqian Wang, Tieyong Zeng.
   A Systematic Survey of Deep Learning-based Single-Image Super-Resolution.
   ACM Computing Surveys (ACM CSUR), DOI:10.1145/3659100, 2024.
   [ Paper(arXiv) ] [ Paper(ACM) ] [ Project ]
   




2. Quan Zhou*, Linjie Wang, Guangwei Gao*, Kang Bin, Weihua Ou, Huimin Lu.[New]
   Boundary-guided Lightweight Semantic Segmentation with Multi-scale Semantic Context.
   IEEE Transactions on Multimedia (TMM), 26:7887-7900, 2024. (JCR Q1, CCF B)
   Top multimedia journal
   [ Paper ]




3. Hengmin Zhang, Jian Yang, Jianjun Qian, Guangwei Gao, Xiangyuan Lan, Zhiyuan Zha, Bihan Wen.[New]
   Efficient Image Classification via Structured Low-rank Matrix Factorization Regression.
   IEEE Transactions on Information Forensics and Security (TIFS), 19:1496-1509, 2024. (JCR Q1, CCF A)
   Top information security journal
   [ Paper ] [ Code ]
   




4. Wenjie Li (student), Juncheng Li, Guangwei Gao*, Weihong Deng, Jiantao Zhou, Jian Yang, Guo-Jun Qi. [New]
   Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution.
   IEEE Transactions on Multimedia (TMM), 26:864-877, 2024. (JCR Q1, CCF B)
   Top multimedia journal
   [ Paper ] [ Code ]
   




5. Fei Wu, Hong Zhou, Yujian Feng, Guangwei Gao, Yimu Ji, Xiao-Yuan Jing.
   Cycle Mapping with Adversarial Event Classification Network for Fake News Detection.
   Multimedia Tools and Applications (MTAP), https://doi.org/10.1007/s11042-024-18499-z, 2024.
   [ Paper ]




6. Heyou Chang, Guangwei Gao, Yang Chen, Hao Zheng.
   Multi-task Contexture Learning Network for automated vertebrae segmentation and tumor diagnosis from MRI.
   Computers and Electrical Engineering, 113: 109032, 2024.
   [ Paper ]




7. Juncheng Li, Bodong Cheng, Qinfeng Ding, Najun Niu, Guangwei Gao, Shihui Ying, Jun Shi, Tieyong Zeng.
   A Fine-Grained Orthodontics Segmentation Dataset and Benchmark for 3D Intraoral Scans.
   Computers in Biology and Medicine, 168: 107821, 2024.
   [ Paper ]




8. 赵阳, 李俊诚, 成博栋, 牛娜君, 王龙光, 高广谓, 施俊.
   深度学习在口腔医学影像中的应用与挑战.
   中国图象图形学报, 29(3):586-607, 2024. (T1)
   [ Paper ]




9. Rui Dou (student), Jiawen Li, Xujie Wan, Heyou Chang, Hao Zheng, Guangwei Gao*.
   A Decoder Structure Guided CNN-Transformer Network for Face Super-Resolution.
   IET Computer Vision, DOI: 10.1049/cvi2.12251, 2023.
   [ Paper ]




10. Guoan Xu (student), Juncheng Li, Guangwei Gao*, Huimin Lu, Jian Yang, Dong Yue.[New]
    Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN.
    IEEE Transactions on Intelligent Transportation Systems (TITS), 24(12):15897-15906, 2023. (JCR Q1, CCF B)
    [ Paper ] [ Code ]
    




11. Guangwei Gao†, Zixiang Xu†(student), Juncheng Li*, Jian Yang, Tieyong Zeng, Guo-Jun Qi. [New]
    CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution.
    IEEE Transactions on Image Processing (TIP), 32:1978-1991, 2023. (JCR Q1, CCF A)
    Top image processing journal
    [ Paper ] [ Code ]
    




12. Guangwei Gao†, Guoan Xu† (student), Juncheng Li*, Yi Yu*, Huimin Lu, Jian Yang. [New]
    FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation.
    IEEE Transactions on Multimedia (TMM), 25:3273-3283, 2023. (JCR Q1, CCF B)
    Top multimedia journal
    ESI Highly Cited Paper
    [ Paper ] [ Code ] [ Project ]
    




13. Guangwei Gao†, Lei Tang† (student), Fei Wu, Huimin Lu, Jian Yang. [New]
    JDSR-GAN: Constructing An Efficient Joint Learning Network for Masked Face Super-Resolution.
    IEEE Transactions on Multimedia (TMM), 25:1505-1512, 2023. (JCR Q1, CCF B)
    Top multimedia journal
    [ Paper ] [ Paper(arXiv) ]




14. Guangwei Gao, Yi Yu, Huimin Lu, Jian Yang, Dong Yue.[New]
    Context-Patch Representation Learning with Adaptive Neighbor Embedding For Robust Face Image Super-Resolution.
    IEEE Transactions on Multimedia (TMM), 25:1879-1889, 2023. (JCR Q1, CCF B)
    Top multimedia journal
    [ Paper ]




15. Yujian Feng, Yimu Ji*, Fei Wu*, Guangwei Gao*, Yang Gao, Tianliang Liu, Shangdong Liu, Xiao-Yuan Jing, Jiebo Luo.
    Occluded Visible-infrared Person Re-identification.
    IEEE Transactions on Multimedia (TMM), 25:1401-1413, 2023. (JCR Q1, CCF B)
    Top multimedia journal
    [ Paper ]




16. Fei Wu, Shuaishuai Li, Guangwei Gao*, Yimu Ji, Xiao-Yuan Jing*, Zhiguo Wan.
    Semi-supervised Cross-modal Hashing Via Modality-specific and Cross-modal Graph Convolutional Networks.
    Pattern Recognition (PR), 136: 109211, 2023. (JCR Q1, CCF B)
    [ Paper ]




17. Zhengxue Wang (student), Guangwei Gao*, Juncheng Li, Hui Yan, Hao Zheng, Huimin Lu.
    Lightweight Feature De-Redundancy and Self-Calibration Network for Efficient Image Super-Resolution.
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 19(3):1-15, Article No.: 110, 2023. (CCF B)
    [ Paper ] [ Download ] [ Code ]
    




18. Chaoyan Huang, Juncheng Li*, Guangwei Gao.
    Review on Quaternion-based Color Image Processing Methods.
    Mathematics, 11(9), 2056, 2023. (JCR Q1)
    [ Paper ]




19. Guangwei Gao, Yi Yu, Jian Yang, Guojun Qi, Meng Yang.
    Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition.
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(5):2550-2560, 2022. (JCR Q1, CCF B)
    ESI Highly Cited Paper
    [ Paper ]




20. Guangwei Gao†, Hao Shao† (student), Fei Wu, Meng Yang, Yi Yu.
    Leaning Compact and Representative Features for Cross-Modality Person Re-Identification.
    World Wide Web Journal (WWW), 25(4): 1649-1666, 2022. (CCF B)
    [ Paper ] [ Code ]
    




21. Feng Chen, Fei Wu*, Guangwei Gao*, Yimu Ji, Jing Xu, Guo-Ping Jiang, Xiao-Yuan Jing.
    JSPNet: Learning Joint Semantic & Instance Segmentation of Point Clouds via Feature Self-similarity and Cross-task Probability.
    Pattern Recognition (PR), 122: 108250, 2022. (JCR Q1, CCF B)
    [ Paper ] [ Code ]
    




22. Meng Yang*, Lei Liao, Kangyin Ke, Guangwei Gao*.[New]
    Multi-feature Sparse Similar Representation for Person Identification.
    Pattern Recognition (PR), 132: 108916, 2022. (JCR Q1, CCF B)
    [ Paper ]




23. Yanchao Li, Hao Li, Guangwei Gao.
    Towards end-to-end container code recognition.
    Multimedia Tools and Applications (MTAP), DOI: https://doi.org/10.1007/s11042-022-12477-z, 2022. (JCR Q1)
    [ Paper ]




24. Fei Wu, Pengfei Wei, Guangwei Gao, Chang-Hui Hu, Qi Ge, and Xiao-Yuan Jing.
    Dual-aligned unsupervised domain adaptation with graph convolutional networks.
    Multimedia Tools and Applications (MTAP), DOI: https://doi.org/10.1007/s11042-022-12379-0, 2022. (JCR Q1)
    [ Paper ]




25. Qi Ge, Wenze Shao, Guangwei Gao, Liqian Wang, Fei Wu, Tao Wang.
    Low-tubal-rank tensor factorization on constant curvature Riemann manifold with mixture of Gaussians.
    Computers & Electrical Engineering (CAEE), 102:108180, 2022
    [ Paper ]




26. Heyou Chang, Fanlong Zhang, Guangwei Gao, Hao Zheng.
    Graph-structure constraint and Schatten p-norm-based unsupervised domain adaptation for image classification.
    Journal of Ambient Intelligence and Humanized Computing (AIHC), 13(11):5137-5149, 2022
    [ Paper ]




27. Guangwei Gao†, Guoan Xu† (student), Yi Yu, Jin Xie, Jian Yang, Dong Yue.
    MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation.
    IEEE Transactions on Intelligent Transportation Systems (TITS), 23(12): 25489-25499, 2022. (JCR Q1, CCF B)
    [ Paper ]




28. Guangwei Gao, Dong Zhu (student), Huimin Lu, Yi Yu, Heyou Chang, Dong Yue.
    Robust Facial Image Super-Resolution by Kernel Locality-Constrained Coupled-Layer Regression.
    ACM Transactions on Internet Technology (TOIT), 21(3): 1-15, Article No.: 67, 2021. (JCR Q1, CCF B)
    [ Paper ]




29. Guangwei Gao, Yi Yu, Jin Xie, Jian Yang, Meng Yang, Jian Zhang.
    Constructing multilayer locality-constrained matrix regression framework for noise robust face super-resolution.
    Pattern Recognition (PR), 110: 107539, 2021. (JCR Q1, CCF B)
    [ Paper ]




30. Huimin Lu, Rui Yang, Zhenrong Deng, Yonglin Zhang, Guangwei Gao, Rushi Lan.
    Chinese Image Captioning via Fuzzy Attention-based DenseNet-BiLSTM.
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 17(1): 1-18, Article No.: 14, 2021. (JCR Q1, CCF B)
    [ Paper ]




31. Song Deng, Fulin Chen, Xia Dong, Guangwei Gao, Xindong Wu.
    Short-term load forecasting by using improved GEP and abnormal load recognition.
    ACM Transactions on Internet Technology (TOIT), 21(4): 1-28, Article No.: 95, 2021. (JCR Q1, CCF B)
    [ Paper ]




32. Guang Han, Yuechuan Ai, Jixin Liu, Ning Sun, Guangwei Gao.
    Dual attention and part drop network for person reidentification.
    J. of Electronic Imaging, 30(01): 013015, 2021.
    [ Paper ]




33. Feng Chen, Fei Wu, Jing Xu, Guangwei Gao, Qi Ge, Xiao-Yuan Jing.
    Adaptive Deformable Convolutional Network.
    Neurocomputing, 453: 853-864, 2021. (JCR Q1)
    [ Paper ]




34. Qi Ge, Guangwei Gao, Wenze Shao, Liqian Wang, Fei Wu.
    Graph regularized Bayesian tensor factorization based on Kronecker-Decomposable dictionary.
    Computers & Electrical Engineering (CAEE), 90:106968, 2021
    [ Paper ]




35. Heyou Chang, Fanlong Zhang, Shuai Ma, Guangwei Gao, Hao Zheng, Yang Chen.
    Unsupervised domain adaptation based on cluster matching and Fisher criterion for image classification.
    Computers & Electrical Engineering (CAEE), 91:107041, 2021
    [ Paper ]




36. Zhangjing Yang, Wenbo Wang, Pu Huang, Guangwei Gao, Xinxin Wu, Fanlong Zhang.
    Local median based linear regression classification for biometric recognition.
    Computers & Electrical Engineering (CAEE), 96:107509, 2021
    [ Paper ]

37. Guangwei Gao, Yi Yu, Meng Yang, Heyou Chang, Pu Huang, Dong Yue.
    Cross-resolution face recognition with pose variations via multilayer locality-constrained structural orthogonal procrustes regression.
    Information Sciences (IS), 506: 19-36, 2020. (JCR Q1, CCF B)
    [ Paper ]




38. Guangwei Gao, Yi Yu, Meng Yang, Pu Huang, Qi Ge, Dong Yue.
    Multi-scale patch based representation feature learning for low-resolution face recognition.
    Applied Soft Computing (ASOC), 90: 106183, 2020. (JCR Q1)
    [ Paper ]




39. Guangwei Gao, Dong Zhu (student), Meng Yang, Huimin Lu, Wankou Yang, Hao Gao.
    Face Image Super-Resolution with Pose via Nuclear Norm Regularized Structural Orthogonal Procrustes Regression.
    Neural Computing and Applications (NCAA), 32(9): 4361-4371, 2020. (JCR Q1)
    [ Paper ]




40. Guangwei Gao, Yannan Wang (student), Pu Huang, Heyou Chang, Huimin Lu, Dong Yue.
    Locality-constrained feature space learning for cross-resolution sketch-photo face recognition.
    Multimedia Tools and Applications (MTAP), 79(21-22): 14903-14917, 2020. (JCR Q1)
    [ Paper ]




41. Li Cheng, Xiao-Yuan Jing, Xiaoke Zhu, Chang-Hui Hu, Guangwei Gao, Songsong Wu.
    Local and global aligned spatiotemporal attention network for video-based person re-identification.
    Multimedia Tools and Applications (MTAP), 79(45-46): 34489-34512, 2020. (JCR Q1)
    [ Paper ]




42. Jiaming Chen, Meng Yang, Guangwei Gao.
    Semi-supervised Dual-Branch Network for image classification.
    Knowledge-Based Systems (KBS), 197: 105837, 2020. (JCR Q1)
    [ Paper ]




43. Yan Cui, Rui Zhang, Huacheng Gao, Yuanyuan Lu, Yinqiu Liu, Guangwei Gao.
    A novel biclustering of gene expression data based on hybrid BAFS-BSA algorithm.
    Multimedia Tools and Applications (MTAP), 79(21-22): 14811-14824, 2020. (JCR Q1)
    [ Paper ]




44. Songsong Wu, Guangwei Gao, Zuoyong Li, Fei Wu, Xiao-Yuan Jing.
    Unsupervised visual domain adaptation via discriminative dictionary evolution.
    Pattern Analysis and Applications (PAA), 23(4): 1665-1675, 2020. (JCR Q2)
    [ Paper ]




45. Meng Yang, Wei Wen, Xing Wang, Linlin Shen, Guangwei Gao.
    Adaptive Convolution Local and Global Learning for Class-Level Joint Representation of Facial Recognition With a Single Sample Per Data Subject.
    IEEE Transactions on Information Forensics and Security (TIFS), 15:2469-2484, 2020. (JCR Q1, CCF A)
    [ Paper ]




46. Changan Yuan, Xiao Qin, Lechan Yang, Guangwei Gao, Song Deng.
    A Novel Function Mining Algorithm Based on Attribute Reduction and Improved Gene Expression Programming.
    IEEE Access, 7: 53365-53376, 2019. (JCR Q1)
    [ Paper ]




47. Yun-Hao Yuan, Chao Zhang, Yun Li, Jipeng Qiang, Bin Li, Guangwei Gao, Xiaoning Song, Huimin Lu.
    Fractional Sparse Representation Based Classification and Multi-view Extension for Face Recognition.
    Australian Journal of Intelligent Information Processing Systems (AJIIPS), 15(3): 76-81, 2019.
    [ Paper ]




48. Yun-Hao Yuan, Jie Yang, Yun Li, Jipeng Qiang, Bin Li, Xiaobo Shen, Jianping Gou, Guangwei Gao.
    Face Hallucination Using Locality Preserving Canonical Correlation Analysis.
    Australian Journal of Intelligent Information Processing Systems (AJIIPS), 15(3): 82-90, 2019.
    [ Paper ]




49. Heyou Chang, Fanlong Zhang, Guangwei Gao, Hao Zheng, Yang Chen.
    Structure-constrained discriminative dictionary learning based on Schatten p-norm for face recognition.
    Digital Signal Processing (DSP), 95:102573, 2019. (JCR Q1)
    [ Paper ]




50. Pu Huang, Tao Li, Guangwei Gao, Geng Yang.
    Feature extraction based on graph discriminant embedding and its applications to face recognition.
    Soft Computing, 23(16): 7015-7028, 2019. (JCR Q1)
    [ Paper ]




51. Quan Zhou, Wenbin Yang, Guangwei Gao, Weihua Ou, Huimin Lu, Jie Chen, Longin Jan Latecki.
    Multi-scale deep context convolutional neural networks for semantic segmentation.
    World Wide Web (WWW), 22(2): 555-570, 2019. (JCR Q1, CCF B)
    [ Paper ]




52. Guangwei Gao, Zangyi Hu (student), Pu Huang, Meng Yang, Quan Zhou, Songsong Wu, Dong Yue.
    Robust low-resolution face recognition via low-rank representation and locality-constrained regression.
    Computers & Electrical Engineering (CAEE), 70: 968-977, 2018. (JCR Q1)
    [ Paper ]




53. Pu Huang, Tao Li, Guangwei Gao, Yazhou Yao, Geng Yang.
    Collaborative representation based local discriminant projection for feature extraction.
    Digital Signal Processing (DSP), 76: 84-93, 2018. (JCR Q1)
    [ Paper ]




54. Pu Huang, Tao Li, Zhenqiu Shu, Guangwei Gao, Geng Yang, Chengshan Qian.
    Locality-regularized linear regression discriminant analysis for feature extraction.
    Information Sciences (IS), 429: 164-176, 2018. (JCR Q1, CCF B)
    [ Paper ]




55. Fei Wu, Xiao-Yuan Jing, Songsong Wu, Guangwei Gao, Qi Ge, Ruchuan Wang.
    "Like charges repulsion and opposite charges attraction" law based multilinear subspace analysis for face recognition.
    Knowledge Based Systems (KBS), 149: 76-87, 2018. (JCR Q1)
    [ Paper ]




56. Xiaoke Zhu, Xiao-Yuan Jing, Liang Yang, Xinge You, Dan Chen, Guangwei Gao, Yunhong Wang.
    Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification.
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 28(10): 2599-2611, 2018. (JCR Q1, CCF B)
    [ Paper ]




57. Pu Huang, Guangwei Gao, Chengshan Qian, Geng Yang, Zhangjing Yang.
    Fuzzy Linear Regression Discriminant Projection for Face Recognition.
    IEEE Access, 5: 4340-4349, 2017. (JCR Q1)
    [ Paper ]




58. Guangwei Gao, Jian Yang, Zhihui Lai, Pu Huang, Jielin Jiang, Hao Gao, Dong Yue.
    Nuclear norm regularized coding with local position-patch and nonlocal similarity for face hallucination.
    Digital Signal Processing (DSP), 64: 107-120, 2017. (JCR Q1)
    [ Paper ]




59. Guangwei Gao, Jian Yang, Xiao-Yuan Jing, Fumin Shen, Wankou Yang, Dong Yue.
    Learning robust and discriminative low-rank representations for face recognition with occlusion.
    Pattern Recognition (PR), 66: 129-143, 2017. (JCR Q1, CCF B)
    [ Paper ]




60. Guangwei Gao, Xiao-Yuan Jing, Pu Huang, Quan Zhou, Songsong Wu, Dong Yue.
    Locality-Constrained Double Low-Rank Representation for Effective Face Hallucination.
    IEEE Access, 4: 8775-8786, 2016. (JCR Q1)
    [ Paper ]




61. Pu Huang, Zhihui Lai, Guangwei Gao, Geng Yang, Zhangjing Yang.
    Adaptive linear discriminant regression classification for face recognition.
    Digital Signal Processing (DSP), 55: 78-84, 2016. (JCR Q1)
    [ Paper ]




62. Guoxing Wu, Wenjie Lu, Guangwei Gao, Chunxia Zhao, Jiayin Liu.
    Regional deep learning model for visual tracking.
    Neurocomputing, 175: 310-323, 2016. (JCR Q1)
    [ Paper ]




63. Pu Huang, Guangwei Gao.
    Parameterless reconstructive discriminant analysis for feature extraction.
    Neurocomputing, 190: 50-59, 2016. (JCR Q1)
    [ Paper ]




64. Xiang Zhou, Fumin Shen, Yang Yang, Guangwei Gao, Yuan Wang.
    Binary code learning via optimal class representations.
    Neurocomputing, 208: 59-65, 2016. (JCR Q1)
    [ Paper ]




65. Guangwei Gao, Jian Yang, Songsong Wu, Xiao-Yuan Jing, Dong Yue.
    Bayesian sample steered discriminative regression for biometric image classification.
    Applied Soft Computing (ASOC), 37: 48-59, 2015. (JCR Q1)
    [ Paper ]




66. Guangwei Gao, Jian Yang.
    A novel sparse representation based framework for face image super-resolution.
    Neurocomputing, 134: 92-99, 2014. (JCR Q1)
    [ Paper ]




67. Guangwei Gao, Jian Yang, Jianjun Qian, Lin Zhang.
    Integration of multiple orientation and texture information for finger-knuckle-print verification.
    Neurocomputing, 135: 180-191, 2014. (JCR Q1)
    [ Paper ]




68. Jianjun Qian, Jian Yang, Guangwei Gao.
    Discriminative histograms of local dominant orientation (D-HLDO) for biometric image feature extraction.
    Pattern Recognition (PR), 46(10): 2724-2739, 2013. (JCR Q1, CCF B)
    [ Paper ]




69. Guangwei Gao, Lei Zhang, Jian Yang, Lin Zhang, David Zhang.
    Reconstruction Based Finger-Knuckle-Print Verification With Score Level Adaptive Binary Fusion.
    IEEE Transactions on Image Processing (TIP), 22(12): 5050-5062, 2013. (JCR Q1, CCF A)
    [ Paper ]

Conference

1. Jiawen Li (student), Yue Yu, Rui Dou, Juncheng Li, Guangwei Gao*.
   MFFNet: A Multi-channel Feature Fusion Network for Face Super-Resolution.
   The 7th Asian Conference on Pattern Recognition (ACPR), Accepted, 2023.
   [ Paper ]




2. Hansheng Guo, Juncheng Li, Guangwei Gao, Zhi Li, and Tieyong Zeng.
   PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution.
   IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023, pp. 1-5. (CCF B)
   [ Paper ] [ Code ]
   




3. Guangwei Gao†, Zhengxue Wang† (student), Juncheng Li*, Wenjie Li, Yi Yu, Tieyong Zeng.[New]
   Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer.
   31st International Joint Conference on Artificial Intelligence (IJCAI), 2022, pp. 913-919. (CCF A)
   Short Oral Presentation
   Top artificial intelligence conference
   [ Paper ] [ SR results[提取码:xpuh] ] [ Supp[提取码:3ywm] ] [ Slides ] [ Poster ] [ Code ] [ Project ]
   




4. Guangwei Gao†, Wenjie Li† (student), Juncheng Li*, Fei Wu, Huimin Lu, Yi Yu.[New]
   Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution.
   36th AAAI Conference on Artificial Intelligence (AAAI), vol. 36, no. 1, 2022, pp. 661-669. (CCF A)
   Top artificial intelligence conference
   [ Paper ] [ SR results[提取码:0824] ] [ Supp[提取码:9168] ] [ Slides ] [ Poster ] [ Code ] [ Project ]
   




5. Xiang Ye (student), Guangwei Gao*.
   Cross-Resolution Person Re-Identification via Deep Group-Aware Representation Learning.
   26TH International Conference on Pattern Recognition (ICPR), 2022, pp. 863-869. (CCF C)
   [ Paper ]




6. Juncheng Li, Hanhui Yang, Qiaosi Yi, Faming Fang, Guangwei Gao, Tieyong Zeng, and Guixu Zhang.
   Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation.
   The Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), 2022, pp. 558-567.
   NTIRE
   [ Paper ] [ Poster ]




7. Zhengxue Wang (student), Guangwei Gao*, Juncheng Li, Yi Yu, Huimin Lu.
   Lightweight Image Super-Resolution with Multi-scale Feature Interaction Network.
   International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6. (CCF B)
   [ Paper ] [ Code ]
   




8. Wan Zhang (student), Guangwei Gao*, Fei Wu, Songsong Wu.
   Robust Face Recognition via Multi-scale Contextual Information Ensemble Learning.
   Chinese Automation Congress (CAC), pp. 2908-2913, 2021.
   [ Paper ]




9. Hao Ding, Songsong Wu, Hao Tang, Fei Wu, Guangwei Gao, Xiao-Yuan Jing.
   Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism.
   Chinese Conference on Pattern Recognition and Computer Vision (PRCV), pp. 386-397, 2020.
   [ Paper ]




10. Yu Wang, Quan Zhou, Jia Liu, Jian Xiong, Guangwei Gao, Xiaofu Wu, Longin Jan Latecki.
    Lednet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation.
    International Conference on Image Processing (ICIP), pp. 1860-1864, 2019. (CCF C)
    [ Paper ]




11. Yun-Hao Yuan, Hui Zhang, Yun Li, Jipeng Qiang, Jianping Gou, Guangwei Gao, Bin Li.
    Fuzzy Bilinear Latent Canonical Correlation Projection for Feature Learning.
    International Conference on Neural Information Processing (ICONIP), pp. 670-678, 2019. (CCF C)
    [ Paper ]




12. Zhiqiang Lu, Songsong Wu, Yurong Liu, Guangwei Gao, Fei Wu.
    Diverse and Common Multi-View Subspace Clustering.
    IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS), pp. 878-882, 2018.
    [ Paper ]




13. Zangyi Hu (student), Guangwei Gao* , Hao Gao, Songsong Wu, Dong Zhu, Dong Yue.
    Robust Face Recognition Via Dual Nuclear Norm Low-rank Representation and Self-representation Induced Classifier.
    IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS), pp. 920-924, 2018.
    [ Paper ]




14. Jielin Jiang, Yan Cui, Yadang Chen, Guangwei Gao.
    A Novel Nonlocal Low Rank Technique for Fabric Defect Detection.
    International Conference on Cloud Computing and Security (ICCCS), pp. 173-182, 2018.
    [ Paper ]




15. Yufeng Qiu, Songsong Wu, Kun Wang, Guangwei Gao, Xiao-Yuan Jing.
    Joint Subspace and Dictionary Learning with Dynamic Training Set for Cross Domain Image Classification.
    International Conference on Intelligent Science and Big Data Engineering (IScIDE), pp. 502-517, 2018.
    [ Paper ]




16. Guangwei Gao, Pu Huang, Dong Yue, Wankou Yang.
    Locality-Constrained Structral Orthogonal Procrustes Regression for Low-Resolution Face Recognition with Pose Variations.
    IAPR Asian Conference on Pattern Recognition (ACPR), pp. 554-558, 2017.
    [ Paper ]




17. Kun Wang, Songsong Wu, Guangwei Gao, Quan Zhou, Xiao-Yuan Jing.
    Learning Autoencoder of Attribute Constraint for Zero-Shot Classification.
    IAPR Asian Conference on Pattern Recognition (ACPR), pp. 605-610, 2017.
    [ Paper ]




18. Wenbin Yang, Quan Zhou, Yawen Fan, Guangwei Gao, Songsong Wu, Weihua Ou, Huimin Lu, Jie Cheng, Longin Jan Latecki.
    Deep Context Convolutional Neural Networks for Semantic Segmentation.
    CCF Chinese Conference on Computer Vision (CCCV), pp. 696-704, 2017.
    [ Paper ]




19. Guangwei Gao, Huijuan Pang, Cailing Wang, Zuoyong Li, Dong Yue.
    Locality-Constrained Iterative Matrix Regression for Robust Face Hallucination.
    International Conference on Neural Information Processing (ICONIP), pp. 613-621, 2017. (CCF C)
    [ Paper ]




20. Cailing Wang, Yechao Xu, Guangwei Gao, Song Tang, Xiao-Yuan Jing.
    A Method of Pedestrian Re-identification Based on Multiple Saliency Features.
    International Conference on Neural Information Processing (ICONIP), pp. 712-721, 2017. (CCF C)
    [ Paper ]




21. Guangwei Gao, Jian Yang, Pu Huang, Zuoyong Li, Dong Yue.
    Robust Face Hallucination via Locality-Constrained Nuclear Norm Regularized Regression.
    International Conference on Intelligent Science and Big Data Engineering (IScIDE), pp. 249-258, 2017.
    [ Paper ]




22. Guangwei Gao, Xiao-Yuan Jing, Quan Zhou, Songsong Wu, Dong Yue.
    Locality-constrained matrix regression for position-patch based face hallucination.
    International Conference on Image Processing (ICIP), pp. 419-423, 2016. (CCF C)
    [ Paper ]




23. Yuming Hu, Quan Zhou, Guangwei Gao, Zhijun Yao, Weihua Ou, Longin Jan Latecki.
    Robust background exclusion for salient object detection.
    International Conference on Wireless Communications & Signal Processing (WCSP), pp. 1-5, 2016.
    [ Paper ]




24. Huijuan Pang, Guangwei Gao*, Xiao-Yuan Jing, Songsong Wu.
    Kernel locality-constrained adaptive iterative neighbor embedding for face hallucination.
    International Conference on Wireless Communications & Signal Processing (WCSP), pp. 1-5, 2016.
    [ Paper ]




25. Guangwei Gao, Jian Yang.
    Weight Competitive Coding for Finger-Knuckle-Print Verification.
    CCBR, pp. 185-192, 2013.
    [ Paper]




26. Guangwei Gao, Jian Yang.
    Sparse Representation Based Face Image Super-Resolution.
    IScIDE, pp. 303-308, 2011.
    [ Paper]