Zhiming Luo


I am currently a Postdoc Researcher at Xiamen University, Xiamen, China.

I received my Ph.D degree under the supervision of Prof. Shaozi Li (Xiamen University, Xiamen, China) and Prof. Pierre-Marc Jodoin (Université de Sherbrooke, Québec, Canada) in 2017.

My research interest include Deep Learning, Machine Learning, Computer Vision and Traffic Video Analytics.

VITAL Lab: http://vital.dinf.usherbrooke.ca/

IMT Lab: http://imt.xmu.edu.cn

Email: zhiming.luo@usherbrooke.ca


  • Luo Z., Mishra A., Achkar A., Eichel J., Li S., Jodoin P.-M., “Non-Local Deep Features for Salient Object Detection”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017) [Project] (Spotlight)
  • Luo Z., Jodoin P.-M., Su S.., Li S., Larochelle H., “Traffic Analytics with Low Frame Rate Videos”, IEEE Transactions on Circuits and Systems for Video Technology, 2016. [pdf]
  • Luo Z, Jodoin P.-M., Li S., Su S., “Traffic Analysis without Motion Features”, IEEE International Conference on Image Processing (ICIP 2015). [pdf] [code]

  • Liu W., Zhang M., Luo Z., Cai Y., "An Ensemble Deep Learning Method for Vehicle Type Classification on Visual Traffic Surveillance Sensors ", IEEE Access, 2017. [pdf]
  • Yu S., Cheng Y., Xie L., Luo Z., Huang M., Li S., "A novel recurrent hybrid network for feature fusion in action recognition", Journal of Visual Communication and Image Representation, 2017. [pdf]
  • Zhong Z., Li J., Luo Z., Chapman M., "Spectral-Spatial Residual Networks for Hyperspectral Image Classification: A 3D Deep Learning Framework", IEEE Transactions on Geoscience and Remote Sensing, 2017. [pdf]
  • Zotti C., Luo Z., Lalande A., Humbert O., Jodoin P.-M., "GridNet with automatic shape prior registration for automatic MRI cardiac segmentation", MICCAI - ACDC Challenge, 2017 [pdf]
  • Wang Y., Luo Z., Jodoin P.-M., “Interactive Deep Learning Method for Segmenting Moving Objects”, Pattern Recognition Letter, 2016. [pdf] [code]

Submitted Papers:

  • Luo Z., B.-Charron F., Lemaire C., Konrad J., Li S., Mishra A., Achkar A., Eichel J., Jodoin P.-M., "MIO-TCD: A new benchmark dataset for vehicle classification and localization", IEEE Transactions on Image Processing, 2017
  • Zotti C., Luo Z., Lalande A., Jodoin P.-M., "Convolutional Neural Network with Shape Prior Applied to Cardiac MRI Segmentation", Journal of Biomedical and Health Informatics, 2018
  • Liu W., Luo Z., Li S., "An Imbalanced Vehicle Type Classification Method Based on Generative Adversarial Nets", Knowledge-Based Systems, 2018
  • Wang C., Luo Z., Lian S., Li S., "Anchor Free Network for Multi-Scale Face Detection", International Conference on Pattern Recognition (ICPR 2018)
  • Peng H., Li J., Hu H. Luo Z., Tang C., "Multimodal Information Fusion for Automatic Aesthetics Evaluation of Robotic Dance Poses", International Journal of Social Robotics, 2018


Reading Group at VITAL Lab: