Yangliu
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Yangliu Kuai

I am currently a research associate in National University of Defense Technology (NUDT), Changsha. I received the B.Eng. and Ph.D. degrees from NUDT in 2015 and 2019 respectively. My current research interests focus on visual tracking, machine learning, and etc. (Email: kuaiyangliu09@nudt.edu.cn)

Research

Selected Publications:

  1. Masked and Dynamic Siamese Network for Robust Visual Tracking
    Yangliu Kuai, Gongjian Wen, Dongdong Li*
    Information Science, 2019

  2. Target-Aware Correlation Filter Tracking in RGBD Videos
    Yangliu Kuai, Gongjian Wen, Dongdong Li*, Jingjing Xiao
    IEEE Sensors Journal, 2019

  3. Multi-Task Hierarchical Feature Learning for Real-Time Visual Tracking
    Yangliu Kuai, Gongjian Wen, Dongdong Li*
    IEEE Sensors Journal, 2019

  4. Robust Visual Tracking with Channel Attention and Focal Loss
    Dongdong Li*, Gongjian Wen, Yangliu Kuai, Lingxiao Zhu, Fatih Porikli
    Neurocomputing, 2019

  5. Robust Visual Tracking via Collaborative and Reinforced Convolutional Features Learning
    Dongdong Li*, Gongjian Wen, Yangliu Kuai
    IEEE International Conference on Computer Vision and Pattern Recognition Workshop, 2019

  6. When correlation filters meet fully-convolutional Siamese networks for distractor-aware tracking
    Yangliu Kuai, Gongjian Wen, Dongdong Li*
    Signal Processing: Image Communication, 2018

  7. Learning Adaptively Windowed Correlation Filters for Robust Tracking
    Yangliu Kuai*, Gongjian Wen, Dongdong Li
    Journal of Visual Communication and Image Representation, 2018

  8. When Correlation Filters Meet Siamese Networks for Real-time Complementary Tracking
    Dongdong Li*, Fatih Porikli, Gongjian Wen, Yangliu Kuai
    IEEE Transactions on Circuits and Systems for Video Technology, 2018

  9. LCO: Lightweight Convolution Operators for Fast Tracking
    Dongdong Li*, Gongjian Wen, Yangliu Kuai, Fatih Porikli
    Image and Vision Computing, 2018

  10. End-to-end Feature Integration for Correlation Filter Tracking with Channel Attention
    Dongdong Li*, Gongjian Wen, Yangliu Kuai, Fatih Porikli
    IEEE Signal Processing Letter, 2018

  11. Learning Padless Correlation Filters for Boundary-effect Free Tracking
    Dongdong Li*, Gongjian Wen, Yangliu Kuai, Fatih Porikli
    IEEE Sensors Journal, 2018

  12. Learning Target-Aware Correlation Filters for Visual Tracking
    Dongdong Li*, Gongjian Wen, Yangliu Kuai, Jingjing Xiao, Fatih Porikli
    Journal of Visual Communication and Image Representation, 2018

  13. Beyond Feature Integration: A Coarse-to-fine Framework for Cascade Correlation Tracking
    Dongdong Li*, Gongjian Wen, Yangliu Kuai
    Machine Vision and Application, 2018

  14. A Rigorous Solution for Closed-form Correlation Filter Tracking
    Dongdong Li*, Gongjian Wen, Yangliu Kuai
    Proceedings of the International Conference on Pattern Recognition, 2018

  15. Hyper-Feature Based Tracking with the fully convolutional Siamese Network
    Yangliu Kuai*, Gongjian Wen, Dongdong Li
    International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2017

Books & Chapters:

  1. 反无人系统(译著). 宋晓强, 林白, 李冬冬, 蒯杨柳. 电子工业出版社, 2021

Last updated: 2022-02. Adapted from Yunhe Wang's github homepage