Yirui Wu

Associate Professor, IEEE Memeber

College of Computer and Information, Hohai University

Email: wuyirui@hhu.edu.cn

Office: Rm4123, QinXue Building, Hohai University Jiangning District, Nanjing

[中文版本]

I am currently an Associate Professor at Hohai University and working in Hydrology Big Data Group. Before coming to Hohai, I obtained my Ph.D degree from Nanjing University in 2016. I received my B.S. Degree from Nanjing University in 2011 as well. During my Ph. D study, I was with the IMAGE Lab under the supervision of Prof. Tong Lu and worked closely withDr. Shivakumara Palaiahnakote. I visited HongKong University of Science and Technology twice in 2012 and 2014, supervised byProf. Chiew-Lan Tai andDr. Oscar Kin-Chung Au. I've published more than 20 journal/conference papers on Pattern Recognition, Computer Graphics and Multimedia, including IEEE Transactions on Image Processing, IEEE Transactions on Multimedia, Computer-Aided Geometry Design, Computational Intelligence, International Journal on Document Analysis and Recognition, ACM MM, ICME, ICPR, ICDAR, ICIP, MMM, PCM and others. My Chinese CV could be found here.

News

  • 2019.11.10:One paper is accepted by Journal of Real-Time Image Processing.
  • 2019.10.22:One paper is accepted by SmartCom.
  • 2019.10.16:One paper is accepted by NCAA.
  • 2019.10.12:Three papers are accepted by CloudComp.
  • 2019.10.8:Two papers are accepted by MMM2020.
  • 2019.5.10:Two papers are accepted by CPScom.
  • 2019.5.10:One paper is accepted by ICDAR.
  • 2019.3.10:One paper is accepted by Computational Intelligence.
  • 2018.10.8:Two papers are accepted by MMM2019.
  • 2018.7.18:One paper is accepted by PCM2018. See you in Hefei.
  • 2018.5.28: One paper is accepted by MJCS and one paper is accepted by ICFHR.
  • 2018.5.7: One paper is accepted by ICIP 2018. Congratulation to Yisheng Yue.
  • 2018.4.14: Three papers are accepted by ICPR 2018. Congratulations to Weigang Xu, zhaoyang Liu and Zhikai Li.
  • Research Interests

  • Pattern Recognition: End-to-end text restoration, detection and recognition in scene and video images.
  • Computer Graphics: 3D geometric modeling and processing problems, including shape deformation, segmentation and correspondence.
  • Multimedia Systems: Design efficient and user-friendly interface for specific usage.
  • Students

  • Master Notice:Guidence for Pre-Master Students


  • 2015 Master: Weigang Xu (He now works at Meituan, Shanghai);
  • 2018 Master: Haiqun Cai, Wenqing Mao, Yukai Ding, Qinghan Yu
  • Publication [Full List]

    Journal Papers

    [J1]. Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang. FreeScup: a novel platform for assisting sculpture pose design. IEEE Transactions on Multimedia, online publication, 2016. (SCI, CCF-B, an extended version of our ICME paper) [Paper] [BibTex]


    [J2]. Yirui Wu, Palaiahnakote Shivakumara, Tong Lu, Chew Lim Tan, Michael Blumenstein, G. Hemantha Kumar. Contour restoration of text components for recognition in video/scene images. IEEE Transactions on Image Processing, online publication, 2016. (SCI, CCF-A) [Paper] [BibTex]


    [J3]. Yirui Wu, Oscar Kin-Chung Au, Chiew-Lan Tai, Tong Lu. HIRM: a handle-independent reduced model for incrememntal mesh editing. Computer-Aided Geometric Design, 35(36):56-68, 2015. (SCI, CCF-B) [Paper][BibTex]


    [J4]. Yirui Wu, Palaiahnakote Shivakumara, Wei Wang, Tong Lu, Umapada Pal. A new ring radius transform based thinning method for multi-oriented video characters. International Journal on Document Analysis and Recognition (IJDAR), 18(2):137-151, 2015. (SCI, CCF-C) [Paper] [BibTex]


    [J5]. Yirui Wu, Lianglei wei, Yucong Duan. Deep Spatio-Temporal LSTM Network with Temporal Pattern Feature for 3D Human Action Recognition. Computational Intelligence, 2019. (SCI, CCF-C) [Paper] [BibTex]


    [J6]. Yirui Wu Xiaozhong Ji, Wanting Ji, Yan Tian, Helen Zhou. CASR: A Context-aware Residual Network for Single Image Super-Resolution. Neural Computing and Applications, 2019. (SCI,中科院二区) [Paper] [BibTex]


    [J7]. Xiaofang Li, Yirui Wu*, Wen Zhang, Ruichao Wang, Feng Hou. Deep Learning Methods in Real-time Image Super-resolution: A Survey. Journal of Real-Time Image Processing, 2019. (SCI,中科院三区) [Paper] [BibTex]


    [J8]. Yirui Wu, Yuechao He, Palaiahnakote Shivakumara, Ziming Li, Hongxin Guo, Tong Lu. Channel-wise attention model-based fire and rating level detection in video. CAAI Trans. Intell. Technol. 4(2): 117-121 (2019). [Paper] [BibTex]


    Conference Papers

    [C1]. Yirui Wu, Yao Xiao, Jun Feng: Hierarchically Channel-Wise Attention Model for Clean and Polluted Water Images Classification. SmartCom 2019: 83-92. [Paper][BibTex]


    [C2]. Yukai Ding, Yuelong Zhu, Yirui Wu, Feng Jun, Zirun Cheng: Spatio-Temporal Attention LSTM Model for Flood Forecasting. iThings/GreenCom/CPSCom/SmartData 2019: 458-465. [Paper][BibTex]


    [C3]. Yirui Wu, Yukai Ding, Jun Feng: Sparse Bayesian Flood Forecasting Model Based on SMOTEBoost. iThings/GreenCom/CPSCom/SmartData 2019: 279-284. [Paper][BibTex]


    [C4]. Yirui Wu, Weigang Xu, Qinghan Yu, Jun Feng, Tong Lu. Hierarchical Bayesian network based incremental model for flood predicition. The 25th International Conference on Multimedia Modeling (MMM'19), Thessaloniki, Greece, Jan 8-11, 2019 (EI, CCF-C) [Paper][BibTex]


    [C5]. Yirui Wu, Yisheng Yue, Xiao Tan, Wei Wang,Tong Lu. End-to-end chromosome karyotyping with data augmentation using GAN . The 25th IEEE International Conference on Image Processing (ICIP), Athens, Greece, Oct 7-10, 2018. (EI, CCF-C) [Paper][BibTex]



    [C6]. Yirui Wu, Zhikai Li, Palaiahnakote Shivakumara, Tong Lu. Em-SLAM: a fast and robust monocular SLAM method for embedded systems. The 24th International Conference on Pattern Recognition (ICPR'18), Beijing, China, Aug 20-24, 2018. (EI, CCF-C) [Paper][BibTex]



    [C7]. Yirui Wu, Zhaoyang Liu, Weigang Xu, Jun Feng, Palaiahnakote Shivakumara, Tong Lu. Context-aware attention LSTM network for flood prediction. The 24th International Conference on Pattern Recognition (ICPR'18), Beijing, China, Aug 20-24, 2018. (EI, CCF-C) [Paper][BibTex]



    [C8]. Yirui Wu, Weigang Xu, Jun Feng, Palaiahnakote Shivakumara, Tong Lu. Local and global Bayesian network based model for flood prediction. The 24th International Conference on Pattern Recognition (ICPR'18), Beijing, China, Aug 20-24, 2018 (EI, CCF-C) [Paper][BibTex]



    [C9]. Lianglei Wei, Yirui Wu, Wenhai Wang and Tong Lu. A Novel 3D Human Action Recognition Framework for Video Content Analysis. The 24th International Conference on Multimedia Modeling(MMM'18), Bangkok, Thailand 2018. (EI, CCF-C) [Paper][BibTex]



    [C10]. Wenhai Wang,Yirui Wu, Shivakumara Palaiahnakote, Tong Lu. Cloud of Line Distribution and Random Forest Text Detection from Natural/Video Scene Images. The 24th International Conference on Multimedia Modeling(MMM'18), Bangkok, Thailand 2018. (EI, CCF-C) [Paper][BibTex]


    [C11]. Yirui Wu, Zhouyu Meng, Shivakumara Palaiahnakote, Tong Lu Compressing YOLO Network by Compressive Sensing. The 4th Asian Conference on Pattern Recognition(ACPR'17), Nanjing, China 2017. (EI) [Paper][BibTex]



    [C12]. Yirui Wu, Wenhai Wang, Palaiahnakote Shivakumara, Tong Lu. A Robust Symmetry-based Method for Scene/Video Text Detection Through Neural Network. The 14th IAPR International Conference on Document Analysis and Recognition (ICDAR'17), Kyoto, Japan 2017. (EI, CCF-C) [Paper][BibTex]



    [C13].Hengduo Li, Jun Liu, Guyue Zhang, Yuan Gao, Yirui Wu. Multi-Glimpse LSTM With Color-Depth Feature Fusion For Human Ddetetion. The International Conference on Image Processing (ICIP'17), Beijing, China, 2017. (EI, CCF-C) [Paper][BibTex]


    [C14].Zehuan Yuan, Tong Lu, Yirui Wu. Deep-dense Conditional Random Fields for Object Co-segmentation. The International Joint Conference on Artificial Intelligence (IJCAI'17), Beijing, China, 2017. (EI, CCF-) [Paper][BibTex]


    [C15]. Yiyang Zhou, Wenhai Wang, Wenjie Guan, Yirui Wu, Hen Lai, Tong Lu, Min Cai. Visual robotic object grasping through combining RGB-D data and 3D meshes. The 23th International Conference on Multimedia Modeling (MMM'17), Reykjavik, Iceland, 2017. (EI, CCF-C) [Paper][BibTex]


    [C16]. Yirui Wu, Xianli Zhou, Tong Lu, Guo Mei, Linbi Sun. EvaToon: a novel graph matching system for evaluating cartoon drawings. The 23th International Conference on Pattern Recognition (ICPR'16), Cancun, Mexico, 2016. (EI, CCF-C) [Paper][BibTex]


    [C17]. Yirui Wu, Tong Lu, Zehuan Yuan, Hao Wang. FreeScup: a novel platform for assisting sculpture pose design. International Conference on Multimedia and Expo (ICME'15), Torino, Italy, 2015. (EI, CCF-B, oral, acceptance rate: 15%) [Paper][BibTex]


    [C18]. Yirui Wu, Oscar Kin-Chung Au, Chiew-Lan Tai, Tong Lu. HIRM: a handle-independent reduced model for incremental mesh editinig. The 9th International Conference on Geometric Modeling and Processing (GMP'15), Lugano, Switzerland, 2015. (EI, CCF-C, oral) [Paper][BibTex]


    [C19]. Yirui Wu, Tong Lu, Jiqiang Song. A real-time animation framework using Kinect. The 13th Pacific-Rim Conference on Multimedia (PCM'13), Nanjing, China, 245-256, 2013. (EI, CCF-C) [Paper][BibTex]


    [C20]. Feiming Xu, Tong Lu, Yirui Wu. Robust object tracking using motion context in crowded scenes. The 13th Pacific-Rim Conference on Multimedia (PCM'13), Nanjing, China, 550-560, 2013. (EI, CCF-C, oral paper) [Paper][BibTex]


    [C21]. Limin Wang, Yirui Wu, Tong Lu, Kang Chen. Multiclass object detection by combining local appearances and context. The 19th International Conference on Multimedia (ACM Multimedia'11), Arizona, USA, 1161-1164, 2011. (EI, CCF-A, short paper) [Paper][BibTex]


    [C22]. Limin Wang, Yirui Wu, Ziyuan Tian, Zailiang Sun, Tong Lu. A novel approach for robust survelillance video content abstraction. The 10th Pacific-Rim Conference on Multimedia (PCM'10), Shanghai, China, 660-671, 2010. (EI, CCF-C) [Paper][BibTex]



    Patents

    [P1]. Tong Lu, Yirui Wu, Liming Wang, Zhiyuan Tian, Zailiang Sun. A surveillance video content abstraction method. CN201010264070.X. (National Invention Patent, China)


    [P2]. Tong Lu, Longfei Qin, Run Xing, Hao Wang, Yirui Wu, Wei Hu. A motion-driven 3D sculpture modeling method. CN201410093523.5. (National Invention Patent, China)


    [P3]. Tong Lu, Xianli Zhou, Yirui Wu, Guo Mei, Linbi Sun. A method to evaluate the quality of imitation cartoon images. (National Invention Patent, China)

    Academic Service

    Journal Reviewer

    Malaysian Journal of Computer Science (MJCS,SCI)

    Journal of Visual Communication and Image Representation (JVCIR,SCI)

    ACM Transactions on Asian and Low-Resource Language Information Processing (SCI)

    Conference Reviewer

    Education

    Teaching

    Download

    Chromosome Dataset

    Join Us

    Discussions or cooperations are warmly welcome. If you want to join my group, please feel free to contact with me via Email wuyirui@hhu.edu.cn.