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:
- Masked and Dynamic Siamese Network for Robust Visual Tracking
Yangliu Kuai, Gongjian Wen, Dongdong Li*
Information Science, 2019
- Target-Aware Correlation Filter Tracking in RGBD Videos
Yangliu Kuai, Gongjian Wen, Dongdong Li*, Jingjing Xiao
IEEE Sensors Journal, 2019
- Multi-Task Hierarchical Feature Learning for Real-Time Visual Tracking
Yangliu Kuai, Gongjian Wen, Dongdong Li*
IEEE Sensors Journal, 2019
- Robust Visual Tracking with Channel Attention and Focal Loss
Dongdong Li*, Gongjian Wen, Yangliu Kuai, Lingxiao Zhu, Fatih Porikli
Neurocomputing, 2019
- 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
- When correlation filters meet fully-convolutional Siamese networks for distractor-aware tracking
Yangliu Kuai, Gongjian Wen, Dongdong Li*
Signal Processing: Image Communication, 2018
- Learning Adaptively Windowed Correlation Filters for Robust Tracking
Yangliu Kuai*, Gongjian Wen, Dongdong Li
Journal of Visual Communication and Image Representation, 2018
- 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
- LCO: Lightweight Convolution Operators for Fast Tracking
Dongdong Li*, Gongjian Wen, Yangliu Kuai, Fatih Porikli
Image and Vision Computing, 2018
- 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
- Learning Padless Correlation Filters for Boundary-effect Free Tracking
Dongdong Li*, Gongjian Wen, Yangliu Kuai, Fatih Porikli
IEEE Sensors Journal, 2018
- 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
- Beyond Feature Integration: A Coarse-to-fine Framework for Cascade Correlation Tracking
Dongdong Li*, Gongjian Wen, Yangliu Kuai
Machine Vision and Application, 2018
- A Rigorous Solution for Closed-form Correlation Filter Tracking
Dongdong Li*, Gongjian Wen, Yangliu Kuai
Proceedings of the International Conference on Pattern Recognition, 2018
- 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:
- 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