NEWS

A new paper is accepted by ICME 2019 ---Pooling Map Adaptation in Convolutional Neural Network for Facial Expression Recognition

Be the reviewer of ICME 2019

SHORT BIO

Shizhong Han currently is a Deep Learning Research Scientist at 12 Sigma Technologies in San Diego, which is one of the first companies to introduce artificial intelligence and deep learning into modern medical image diagnosis and medical data analysis.

RESEARCH INTERESTS

Computer Vision, Machine Learning, Deep Learning for Object Detection and Segmentation; CNN for Facial Expression Recognition and Facial Action Unit Recognition.

SKILLS

  • Language: C/C++, Python, MATLAB, R, Java, C#
  • Tools: Tensorflow, Keras, Pytorch, Caffe, SimpleITK, OpenCV
  • Technical: Deep Learning, CNN, SVM, AdaBoost

SELECTED PUBLICATIONS

[1] Zhiyuan Li*, Shizhong Han*, Shehab Khan, Jie Cai, Yan Tong, "Pooling Map Adaptation in Convolutional Neural Network for Facial Expression Recognition", IEEE International Conference on Multimedia and Expo (ICME2019 Co-First Author).

[2] Shizhong Han, Zibo Meng, Zhiyuan Li, James O’Reilly, Jie Cai, Xiaofeng Wang, Yan Tong, “Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition” IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018)

[3] Shizhong Han, Zibo Meng, Shehab Khan, Yan Tong, “Incremental Boosting Convolutional Neural Networkfor Facial Action Unit Recognition”, In Advances in Neural Information Processing Systems (NIPS2016).

[4] Zibo Meng, Shizhong Han, Min Chen, and Yan Tong, “Audiovisual Facial Action Unit Recognition Using Feature Level Fusion”, International Journal of Multimedia Data Engineering and Management (IJMDEM2016)

[5] Ping Liu*, Shizhong Han*, Zibo Meng, Yan Tong, “Facial Expression Recognition via a Boosted Deep Belief Network”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR2014 Co-First Author)

[6] Shizhong Han, Zibo Meng, Ping Liu, and Yan Tong, “Facial Grid Transformation: A Novel Face Registration Approach for Improving Facial Action Unit Recognition”, IEEE International Conference on Image Processing (ICIP2014)

[7] Ping Liu, Joey Tianyi Zhou, Ivor Tsang, Zibo Meng, Shizhong Han, and Yan Tong, “Feature Disentangling Machine-A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis”, European Conference on Computer Vision (ECCV2014)

[8] Ping Liu, Shizhong Han, Yan Tong, “Improving Facial Expression Analysis using Histograms of Log-Transformed Nonegative Sparse Representation with a Spatial Pyramid Structure”, the 10th IEEE conference on Automatic Face and Gesture Recognition (FG2013)

[9] Dengyi Zhang, Shizhong Han, Jianhui Zhao, Zhong Zhang, Chengzhang Qu, “Image based Forest Fire Detection using Dynamic Characteristics with Artificial Neural Networks”, IEEE International Joint Conference on Artificial Intelligence (IJCAI2009)

Full publicaiton list in google scholar: https://scholar.google.com/citations?user=Nlbo2H8AAAAJ&hl=en