Guoliang Liu

Knowledge extraction and insertion to deep belief network for gearbox fault diagnosis

Jianbo Yu, Guoliang Liu · Knowledge-Based Systems · 2020 · 120 citations

Fault Diagnosis, Condition Monitoring, Engineering +13

Combining Statistical Hough Transform and Particle Filter for robust lane detection and tracking

Guoliang Liu, Florentin Wörgötter, Irene Markelić · 2010 · 108 citations

Automotive Tracking, Machine Vision, Image Analysis +12

Hierarchical Reinforcement Learning With Universal Policies for Multistep Robotic Manipulation

Xintong Yang, Ze Ji, Jing Wu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 84 citations

Artificial Intelligence, Robotic Systems, Engineering +18

FoveaMask: A fast and accurate deep learning model for green fruit instance segmentation

Weikuan Jia, Zhonghua Zhang, Wenjing Shao et al. · Computers and Electronics in Agriculture · 2021 · 54 citations

Image Classification, Multiple Instance Learning, Machine Vision +11

The impact factors on the performance of machine learning-based vulnerability detection: A comparative study

Wei Zheng, Jialiang Gao, Xiaoxue Wu et al. · Journal of Systems and Software · 2020 · 52 citations

Vulnerability Assessment (Computing), Engineering, Machine Learning +14