Academic Profile

Academic Profile

Asst Prof Lu Shijian

Assistant Professor, School of Computer Science and Engineering

Email: shijian.lu@ntu.edu.sg
Asst Prof Lu Shijian

Biography
Shijian received his PhD in electrical and computer engineering from the National University of Singapore. He is an Assistant Professor with School of Computer Science & Engineering, the Nanyang Technological University, Singapore. His major research interests include image and video analytics, visual intelligence, and machine learning. He has published more than 100 international refereed journal and conference papers and co-authored over 10 patents in these research areas. He is currently an Associate Editor for the journal Pattern Recognition (PR). He has also served in the program committee of a number of conferences, e.g. the Area Chair of the International Conference on Document Analysis and Recognition (ICDAR) 2017, the Senior Program Committee of the International Joint Conferences on Artificial Intelligence (IJCAI) 2018, etc.
Research Interests
Image and Video Analytics
Visual Intelligence
Cognitive Vision
Machine Learning
Current Projects
  • A semi-supervised learning approach for accurate and robust detection of texts in scenes
  • High-Fidelity Image Synthesis for Effective and Efficient Deep Network Training
  • Robust and accurate facial expression recognition for game controls on Smartphones
  • Weakly and Semi-Supervised Deep Network Learning for Accurate and Robust Object Detection and Recognition
  • Weakly and Semi-Supervised Deep Network Learning for Accurate and Robust Object Detection and Recognition
Selected Publications
  • Zhengguang Liu, Shuang Wu, Shuyuan Jin, Qi Liu, Shijian Lu, Roger Zimmermann, Li Cheng. (2019). Towards Natural and Accurate Future Motion Prediction of Humans and Animals. IEEE International Conference on Computer Vison and Pattern Recognition (CVPR).
  • Fangneng Zhan, Shijian Lu. (2019). ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification. IEEE International Conference on Computer Vison and Pattern Recognition (CVPR).
  • Fangneng Zhan, Hongyuan Zhu, Shijian Lu. (2019). Spatial Fusion GAN for Image Synthesis. IEEE International Conference on Computer Vison and Pattern Recognition (CVPR).
  • Tao Chen, Shijian Lu, Jiayuan Fan. (2019). SS-HCNN: Semi-Supervised Hierarchical Convolutional Neural Network for Image Classification. IEEE Transactions on Image Processing, 28(5), 2389 - 2398.
  • Tao Chen, Shijian Lu, Jiayuan Fan. (2018). S-CNN: Subcategory-aware convolutional networks for object detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(10), 2522 - 2528.

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