Learning Computational Models of Video Memorability from fMRI Brain Imaging

@article{Han2015LearningCM,
  title={Learning Computational Models of Video Memorability from fMRI Brain Imaging},
  author={Junwei Han and Changyuan Chen and Ling Shao and Xintao Hu and Jungong Han and Tianming Liu},
  journal={IEEE Transactions on Cybernetics},
  year={2015},
  volume={45},
  pages={1692-1703}
}
Generally, various visual media are unequally memorable by the human brain. This paper looks into a new direction of modeling the memorability of video clips and automatically predicting how memorable they are by learning from brain functional magnetic resonance imaging (fMRI). We propose a novel computational framework by integrating the power of low-level audiovisual features and brain activity decoding via fMRI. Initially, a user study experiment is performed to create a ground truth… CONTINUE READING