Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach

@article{Han2017HeterogeneousFA,
  title={Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach},
  author={Hu Han and Anil K. Jain and Shiguang Shan and Xilin Chen},
  journal={IEEE transactions on pattern analysis and machine intelligence},
  year={2017}
}
Face attribute estimation has many potential applications in video surveillance, face retrieval, and social media. While a number of methods have been proposed for face attribute estimation, most of them did not explicitly consider the attribute correlation and heterogeneity (e.g., ordinal vs. nominal and holistic vs. local) during feature representation… CONTINUE READING