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Professor Hui Yu

Professor of Visual Computing

  1. 2020
  2. Published

    Variational Bayesian Group-Level Sparsification for Knowledge Distillation

    Yue Ming, Hao Fu, Yibo Jiang & Professor Hui Yu, 13 Jul 2020, In : IEEE Access. 8, p. 126628-126636

    Research output: Contribution to journalArticle

  3. Accepted for publication

    Distilling ordinal relation and dark knowledge for facial age estimation

    Qilu Zhao, Junyu Dong, Professor Hui Yu & Sheng Chen, 11 Jul 2020, (Accepted for publication) In : IEEE Transactions on Neural Networks and Learning Systems.

    Research output: Contribution to journalArticle

  4. Accepted for publication

    Scene perception guided crowd anomaly detection

    Xuguang Zhang, Dingxin Ma, Professor Hui Yu, Dr Ya Huang, Dr Peter Howell & Dr Brett Stevens, 7 Jul 2020, (Accepted for publication) In : Neurocomputing.

    Research output: Contribution to journalArticle

  5. Published

    CMIB: unsupervised image object categorization in multiple visual contexts

    Xiaoqiang Yan, Yangdong Ye, Xueying Qiu, Milos Manic & Professor Hui Yu, 1 Jun 2020, In : IEEE Transactions on Industrial Informatics. 16, 6, p. 3974-3986 13 p.

    Research output: Contribution to journalArticle

  6. Accepted for publication

    Eye-based recognition for user identification on mobile device

    Huiru Shao, Jing Li, Jia Zhang, Professor Hui Yu & Jiande Sun, 12 May 2020, (Accepted for publication) In : ACM Transactions on Multimedia Computing, Communications and Applications.

    Research output: Contribution to journalArticle

  7. Published

    Perception of head motion effect on emotional facial expression in virtual reality

    Qiongdan Cao, Professor Hui Yu & Charles Nduka, 11 May 2020, 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops. Institute of Electrical and Electronics Engineers, 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. Early online

    A brief survey of visual saliency detection

    Inam Ullah, Muwei Jian, Sumaira Hussain, Jie Guo, Professor Hui Yu, Xing Wang & Yilong Yin, 13 Apr 2020, In : Multimedia Tools and Applications. 41 p.

    Research output: Contribution to journalArticle

  9. Published

    Leveraging an instance segmentation method for detection of transparent materials

    Amanuel Madessa, Junyu Dong, Xinghui Dong, Ying Gao, Professor Hui Yu & Israel Mugunga, 9 Apr 2020, Proceedings of the 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). Institute of Electrical and Electronics Engineers, 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Published

    Saliency detection via robust seed selection of foreground and background priors

    Muwei Jian, Ruihong Wang, Professor Hui Yu, Junyu Dong, Yujuan Wang, Yilong Yin & Kin-Man Lam, 5 Mar 2020, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, p. 797-801 (IEEE APSIPA ASC Proceedings Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Early online

    Augmented visual feature modeling for matching in low-visibility based on cycle-labeling of Superpixel Flow

    Shu Zhang, Professor Hui Yu, Ting Wang & Junyu Dong, 27 Feb 2020, In : Knowledge-Based Systems. 11 p., 105699.

    Research output: Contribution to journalArticle

  12. Published

    Survey of procedural methods for two-dimensional texture generation

    Junyu Dong, Jun Liu, Kang Yao, Mike Chantler, Lin Qi, Professor Hui Yu & Muwei Jian, 19 Feb 2020, In : Sensors. 20, 4, 26 p., 1135.

    Research output: Contribution to journalArticle

  13. Published

    Real-time facial affective computing on mobile devices

    Yuanyuan Guo, Yifan Xia, Jing Wang, Professor Hui Yu & Rung-Ching Chen, 6 Feb 2020, In : Sensors. 20, 3, 15 p., 870.

    Research output: Contribution to journalArticle

  14. Accepted for publication

    Random shapley forests: cooperative game based random forests with consistency

    Jianyuan Sun, Professor Hui Yu, Guoqiang Zhong, Junyu Dong, Shu Zhang & Hongchuan Yu, 4 Feb 2020, (Accepted for publication) In : IEEE Transactions on Cybernetics.

    Research output: Contribution to journalArticle

  15. Early online

    A joint guidance-enhanced perceptual encoder and atrous separable pyramid-convolutions for image inpainting

    Yongle Zhang, Yingyu Wang, Junyu Dong, Lin Qi, Hao Fan, Xinghui Dong, Muwei Jian & Professor Hui Yu, 23 Jan 2020, In : Neurocomputing. 12 p.

    Research output: Contribution to journalArticle

  16. Published

    Hybrid regression and isophote curvature for accurate eye center localization

    Yifan Xia, Jianwen Lou, Junyu Dong, Lin Qi, Gongfa Li & Professor Hui Yu, 1 Jan 2020, In : Multimedia Tools and Applications. 79, p. 805-824 20 p.

    Research output: Contribution to journalArticle

  17. 2019
  18. Published

    Un-VDNet: unsupervised network for visual odometry and depth estimation

    Xuyang Meng, Chunxiao Fan, Yue Ming, Yuan Shen & Professor Hui Yu, 26 Dec 2019, In : Journal of Electronic Imaging. 28, 6, 11 p., 063015.

    Research output: Contribution to journalArticle

  19. Published

    Visual saliency detection based on full convolution neural networks and center prior

    Muwei Jian, Jiaojin Wang, Xiangyu Liu & Professor Hui Yu, 26 Dec 2019, 2019 12th International Conference on Human System Interaction (HSI). Institute of Electrical and Electronics Engineers, p. 225-228 4 p. (IEEE HSI Proceedings Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  20. Published

    Depth estimation of a single RGB image with semisupervised two-stage regression

    Jun Chi, Jie Gao, Lin Qi, Shu Zhang, Junyu Dong & Professor Hui Yu, 15 Nov 2019, ICCIP '19: Proceedings of the 5th International Conference on Communication and Information Processing. Association for Computing Machinery, 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  21. Published

    Dual stage augmented colorful texture synthesis from hand sketch

    Jinxuan Liu, Junyu Dong, Shu Zhang, Tingge Zhang, Ying Gao & Professor Hui Yu, 11 Nov 2019, Proceedings of 2019 25th International Conference on Automation and Computing (ICAC). Institute of Electrical Engineers, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  22. Published

    Visual saliency detection via background features and object-location cues

    Muwei Jian, Jing Wang, Professor Hui Yu & Yakun Ju, 11 Nov 2019, Proceedings of the 2019 25th International Conference on Automation and Computing (ICAC). Institute of Electrical and Electronics Engineers, 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  23. Early online

    Synergetic information bottleneck for joint multi-view and ensemble clustering

    Xiaoqiang Yan, Yangdong Ye, Xueying Qiu & Professor Hui Yu, 9 Oct 2019, In : Information Fusion.

    Research output: Contribution to journalArticle

  24. Early online

    Multi-subspace supervised descent method for robust face alignment

    Jianwen Lou, Xiaoxu Cai, Yiming Wang & Professor Hui Yu, 4 Sep 2019, In : Multimedia Tools and Applications. 15 p.

    Research output: Contribution to journalArticle

  25. Published

    Accurate and robust eye center localization via fully convolutional networks

    Yifan Xia, Professor Hui Yu & Fei-Yue Wang, 3 Sep 2019, In : IEEE/CAA Journal of Automatica Sinica. 6, 5, p. 1127-1138 12 p.

    Research output: Contribution to journalArticle

  26. Early online

    Learning the traditional art of Chinese calligraphy via three-dimensional reconstruction and assessment

    Muwei Jian, Junyu Dong, Maoguo Gong, Professor Hui Yu, Liqiang Nie, Yilong Yin & Kin Man Lam, 23 Aug 2019, In : IEEE Transactions on Multimedia.

    Research output: Contribution to journalArticle

  27. Accepted for publication

    Visual saliency detection based on object-location cues and background features

    Muwei Jian, Jing Wang, Professor Hui Yu & Yakun Ju, 12 Aug 2019, (Accepted for publication) 2019 25th International Conference on Automation and Computing (ICAC). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  28. Published

    Realistic facial expression reconstruction for VR HMD users

    Jianwen Lou, Yiming Wang, Charles Nduka, Mahyar Hamedi, Ifigeneia Mavridou, Fei-Yue Wang & Professor Hui Yu, 8 Aug 2019, In : IEEE Transactions on Multimedia. 22, 3, p. 730-743 14 p.

    Research output: Contribution to journalArticle

  29. Published

    Improvement of maximum variance weight partitioning particle filter in urban computing and intelligence

    Li Huang, Qiaobo Fu, Gongfa Li, Bowen Luo, Disi Chen & Professor Hui Yu, 31 Jul 2019, In : IEEE Access. 7, p. 106527-106535

    Research output: Contribution to journalArticle

  30. Published

    Generalizing to unseen head poses in facial expression recognition and action unit intensity estimation

    Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi & Professor Hui Yu, 11 Jul 2019, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019). IEEE, 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  31. Published

    平行皮肤:一种基于视觉的皮肤病分析框架

    Fei-Yue Wang, Chao Gou, Jiangong Wang, Tianyu Shen, Wenbo Zheng & Professor Hui Yu, 7 Jul 2019, In : Journal of Pattern Recognition and Artificial Intelligence. 7, p. 577-588 12 p.

    Research output: Contribution to journalArticle

  32. Published

    The extended marine underwater environment database and baseline evaluations

    Muwei Jian, Qiang Qi, Professor Hui Yu, Junyu Dong, Chaoran Cui, Xiushan Nie, Huaxiang Zhang, Yilong Yin & Kin-Man Lam, 1 Jul 2019, In : Applied Soft Computing Journal. 80, p. 425-437 13 p.

    Research output: Contribution to journalArticle

  33. Published

    Detection of salient crowd motion based on repulsive force network and direction entropy

    Xuguang Zhang, Dujun Lin, Juan Zheng, Xianghong Tang, Yinfeng Fang & Professor Hui Yu, 20 Jun 2019, In : Entropy. 21, 6, 608.

    Research output: Contribution to journalArticle

  34. Published

    Robot-enhanced therapy: development and validation of a supervised autonomous robotic system for autism spectrum disorders therapy

    Hoang Long Cao, Pablo Esteban, Madeleine Bartlett, Paul Edward Baxter, Tony Belpaeme, Erik Billing, HAIBIN CAI, Mark Coeckelbergh, Cristina Costescu, Daniel David & 17 others, Albert De Beir, Daniel Hernandez Garcia, James Kennedy, Professor Honghai Liu, Silviu Matu, Alexandre Mazel, Amit Kumar Pandey, Kathleen Richardson, Emmanuel Senft, Serge Thill, Greet Van de Perre, Bram Vanderborght, David Vernon, Kutoma Wakanuma, Professor Hui Yu, Xiaolong Zhou & Tom Ziemke, 9 Apr 2019, In : IEEE Robotics and Automation Magazine. 29, 2, p. 49-58 10 p.

    Research output: Contribution to journalArticle

  35. Published

    Shared-private information bottleneck method for cross-modal clustering

    Xiaoqiang Yan, Yangdong Ye, Yiqiao Mao & Professor Hui Yu, 12 Mar 2019, In : IEEE Access. 7, p. 36045-36056 12 p.

    Research output: Contribution to journalArticle

  36. Published

    BTF data generation based on deep learning

    Xiaohua Zhang, Junyu Dong, Yanhai Gan, Professor Hui Yu & Lin Qi, 6 Feb 2019, In : Procedia Computer Science. 147, p. 233-239 7 p.

    Research output: Contribution to journalArticle

  37. 2018
  38. Published

    Dynamic 3D surface reconstruction using a hand-held camera

    Hao Fan, Lin Qi, Junyu Dong, Gongfa Li & Professor Hui Yu, 31 Dec 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 3244-3249 6 p. 18381943

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  39. Published

    Welcome message from the IEEE UIC 2018 Program Chairs

    Qi Han, Feng Chen, Nirmalya Roy, Tian Wang & Professor Hui Yu, 6 Dec 2018, 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE, p. liv 1 p.

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

  40. Published

    A hybrid spatio-temporal model for detection and severity rating of Parkinson’s Disease from gait data

    Aite Zhao, Lin Qi, Jie Li, Junyu Dong & Professor Hui Yu, 13 Nov 2018, In : Neurocomputing. 315, p. 1-8 8 p.

    Research output: Contribution to journalArticle

  41. Published

    Saliency detection based on directional patches extraction and principal local color contrast

    Muwei Jian, Wenyin Zhang, Professor Hui Yu, Chaoran Cui, Xiushan Nie, Huaxiang Zhang & Yilong Yin, 1 Nov 2018, In : Journal of Visual Communication and Image Representation. 57, p. 1-11 11 p.

    Research output: Contribution to journalArticle

  42. Published

    Segmentation of lung nodule in CT images based on mask R-CNN

    Menglu Liu, Junyu Dong, Xinghui Dong, Professor Hui Yu & Lin Qi, 1 Nov 2018, 2018 9th International Conference on Awareness Science and Technology, iCAST 2018. IEEE, p. 95-100 6 p. 8517248

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  43. Early online

    Physics inspired methods for crowd video surveillance and analysis: a survey

    Xuguang Zhang, Qinan Yu & Professor Hui Yu, 31 Oct 2018, In : IEEE Access.

    Research output: Contribution to journalArticle

  44. Published

    SDM-based means of gradient for eye center localization

    Yifan Xia, Jianwen Lou, Junyu Dong, Gongfa Li & Professor Hui Yu, 29 Oct 2018, 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC/PiCom/DataCom/CyberSciTech). IEEE, p. 862-867 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  45. Published

    Tactile sensing and feedback in SEMG hand

    Leilei Zhang, Zujia Zheng, Gongfa Li, Ying Sun, Guozhang Jiang, Jianyi Kong, Bo Tao, Shuang Xu, Professor Hui Yu & Professor Honghai Liu, 5 Sep 2018, In : International Journal of Computing Science and Mathematics. 9, 4, p. 365-376 12 p.

    Research output: Contribution to journalArticle

  46. Early online

    Learning-based texture synthesis and automatic inpainting using support vector machines

    Xinghui Dong, Junyu Dong, Guimei Sun, Yuanxu Duan, Lin Qi & Professor Hui Yu, 24 Aug 2018, In : IEEE Transactions on Industrial Electronics.

    Research output: Contribution to journalArticle

  47. Published

    Kinect depth recovery via the cooperative profit random forest algorithm

    Jianyuan Sun, Lin Qi, Xuguang Zhang, Junyu Dong & Professor Hui Yu, 13 Aug 2018, 2018 11th International Conference on Human System Interaction (HSI). IEEE, p. 57-62

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  48. Published

    Predicting and generating wallpaper texture with semantic properties

    Xiaohan Feng, Lin Qi, Yanhai Gan, Ying Gao, Professor Hui Yu & Junyu Dong, 13 Aug 2018, 2018 11th International Conference on Human System Interaction. p. 63-69

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  49. Published

    Augmenting depth estimation from deep convolutional neural network using multi-spectral photometric stereo

    Yisong Luo, Hengchao Jiao, Lin Qi, Junyu Dong, Shu Zhang & Professor Hui Yu, 28 Jun 2018, 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE, 17878684

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  50. Published

    Perception-driven procedural texture generation from examples

    Jun Liu, Yanhai Gan, Junyu Dong, Lin Qi, Xin Sun, Muwei Jian, Lina Wang & Professor Hui Yu, 24 May 2018, In : Neurocomputing. 291, p. 21-34

    Research output: Contribution to journalArticle

  51. Published

    LSTM for diagnosis of neurodegenerative diseases using gait data

    Aite Zhao, Lin Qi, Jie Li, Junyu Dong & Professor Hui Yu, 10 Apr 2018, Proceedings of the 9th International Conference on Graphics and Image Processing. Yu, H. & Dong, J. (eds.). SPIE Press, 106155B. (Proceedings of SPIE; vol. 10615).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  52. Published

    Saliency detection by conditional generative adversarial network

    Xiaoxu Cai & Professor Hui Yu, 10 Apr 2018, Proceedings Volume 10615, Ninth International Conference on Graphic and Image Processing (ICGIP 2017). SPIE Press, Vol. 10615. 1061541

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  53. Published

    Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

    Aite Zhao, Lin Qi, Junyu Dong & Professor Hui Yu, 1 Apr 2018, In : Knowledge-Based Systems. 145, p. 91-97 7 p.

    Research output: Contribution to journalArticle

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