Ph.D. student, School of Computer Science and Engineering, State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, 100191, P.R. China Email: kglee1994@163.com, lkg@buaa.edu.cn [Google Scholar] [GitHub] [中文主页]

About me

I currently pursuing the Ph.D. degree in the State Key Laboratory of Virtual Reality Technology and Systems, computer science and technology from Beihang University, Beijing, China, where I am supervised by Prof. Zhong Zhou.

Before that, I received the M.S. degree in Signal and information processing from the Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China, in 2020.

I received the B.S. degree in Electronics Information Enginnering from the Intelligence and Information Engineering College, Tangshan University, Tangshan, China, in 2017.

Research Interests: Image semantic segmentation, unsupervised domain adaptation, deep learning, smart city, etc.

Educations

PhD, Beihang University (CSU), Beijing [2020.9 ~ Now] List of “Double First-Class” University Project、Project 985、Project 211 Major: Computer Application Technology, School of Computer Science and Engineering Awards and Honors: First-Class Academic Scholarship, Three Excellent Students of Beihang University, Two Outstanding League Members of Beihang University

M. S., Ocean University of China (OUC), Qingdao, Shandong [2017.9 ~ 2020.6] List of “Double First-Class” University Project、Project 985、Project 211 Major: Signal and information processing, Faculty of Information Science and Engineering Awards and Honors: Excellent Graduate Students, two First-Class Academic Scholarships, Bank of China Graduate Academic Star Scholarship, Excellent Class Cadre, Graduate Mathematical Modeling Excellence Award, Ocean University of China Excellent Graduate, Shandong provincial Excellent graduates

B. S., Tangshan University, Tangshan, Hebei [2013.9 ~ 2020.6] Major: Electronics Information Enginnering, Intelligence and Information Engineering College Awards and Honors: Three First-Class Academic Scholarships, two Gao Xiangyu Scholarships, three Excellent Students in Hebei Province, First Prize in the Hebei Province College Student Mathematics Competition (non-mathematics), First Prize in the 8th National College Student Mathematics Competition (non-mathematics)

Publications

• Context and Spatial Feature Calibration for Real-Time Semantic Segmentation
  Kaige Li, Qichuan Geng, Maoxian Wan, Xiaochun Cao, and Zhong Zhou
  IEEE Transactions on Image Processing(TIP), 2023. Accepted, [JCR Q1, IF:10.6, CCF A Top journal in computer vision]

• Exploring Scale-Aware Features for Real-Time Semantic Segmentation of Street Scenes
  Kaige Li, Qichuan Geng, Zhong Zhou
  IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023. Accepted, [JCR Q1, IF:8.5, CCF B, Top journal in Transportation]

• Action Recognition Based on Feature Interaction and Clustering
  Kaige Li, Pengfei Cai, Zhong Zhou
  Journal of Computer Aided Design and Graphics, 2023. [CCF A Chinese Journal, EI Journal, Chinese Core Journal] [PDF]

• Real-time segmentation of side scan sonar imagery for AUVs
  Kaige Li, Fei Yu, Qi Wang, Meihan Wu, Guangliang Li, Tianhong Yan, and Bo He
  IEEE Underwater Technology (UT), 2019.

• Localization in Crowds with Loosen-structured Pair-of-Points Loss
  Hong Mo, Kaige Li, Wei Wu
  IEEE International Conference on Virtual Reality and Visualization (ICVRV). [CCF C][PDF]

• Side-scan sonar images segmentation for AUV with recurrent residual convolutional neural network module and self-guidance module
  Fei Yu, Bo He, Kaige Li, Tianhong Yan, Yue Shen, Qi Wang, Meihan Wu
  Applied Ocean Research, 2021. Accepted, [JCR Q1, IF:4.3]

• ECNet: Efficient Convolutional Networks for Side Scan Sonar Image Segmentation
  Meihan Wu, Qi Wang, Eric Rigall, Kaige Li, Wenbo Zhu, Bo He, and Tianhong Yan
  Sensors, 2019. Accepted, [JCR Q2, IF:3.9]

• RT-Seg: A Real-Time Semantic Segmentation Network for Side-Scan Sonar Images
  Qi Wang, Meihan Wu, Fei Yu, Chen Feng, Kaige Li, Yuemei Zhu, Eric Rigall and Bo He
  Sensors, 2019. Accepted, [JCR Q2, IF:3.9]

• Segmentation of Side Scan Sonar Images on AUV
  Fei Yu, Yuemei Zhu, Qi Wang, Kaige Li, Meihan Wu, Guangliang Li, Tianhong Yan, and Bo He
  IEEE Underwater Technology (UT), 2019.

Patents

• A gesture recognition method for underwater devices
  Bo he, Kaige Li, Qi Wang and Meihan Wu
  China Invention Patent, Publication Patent Number: CN110795990B

Other Project

• Research on Gesture Recognizer for Underwater Devices
  Project Leader;
  Ocean University of China graduate student research independent project, No. 201861014