Foto von Liguo Zhou

Liguo Zhou

Technische Universität München

Informatik 6 - Lehrstuhl für Robotik, Künstliche Intelligenz und Echtzeitsysteme (Prof. Knoll)

Postadresse

Postal:
Boltzmannstr. 3
85748 Garching b. München

Dienstort

Informatik 6 - Lehrstuhl für Robotik, Künstliche Intelligenz und Echtzeitsysteme (Prof. Knoll)

Work:
Boltzmannstr. 3(5607)/III
85748 Garching b. München

Research Interests

Deep Learning, Object Detection/Recognition, Face Detection/Recognition, Image Super-resolution.

Education Background

2012  Soochow University  Bachelor

2018  Wuhan University  Master

Thesis Topics

Topic 1: CNN-based object recognition and detection

Publications

2022

  • Song, Rui; Zhou, Liguo; Lakshminarasimhan, Venkatnarayanan; Festag, Andreas; Knoll, Alois: Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS. The 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022) , 2022 mehr… BibTeX Volltext (mediaTUM)
  • Zhou, Liguo; Chen, Guang; Knoll, Alois: Fast and Accurate Face Detection using Feature Pyramid with Grid Anchors. The 2022 International Joint Conference on Neural Networks (IJCNN 2022), 2022 mehr… BibTeX Volltext (mediaTUM)
  • Zhou, Liguo; Chen, Guang; Zhang, Chao; Knoll, Alois: Image Grid Recognition and Regression for Fast and Accurate Face Detection. 26TH International Conference on Pattern Recognition (ICPR 2022), 2022 mehr… BibTeX Volltext (mediaTUM)

2021

  • Zhou, Liguo; Chen, Guang; Feng, Mingyue; Knoll, Alois: Improving Low-Resolution Image Classification by Super-Resolution with Enhancing High-Frequency Content. 25th International Conference on Pattern Recognition (ICPR 2020), 2021 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)