Modelling perceptions on the evaluation of video summarization

Kalyf Abdalla, Igor Menezes and Luciano Oliveira

DOI: https://doi.org/10.1016/j.eswa.2019.04.065

If you use this package, please cite our work:

@article{ABDALLA2019254, title = "Modelling perceptions on the evaluation of video summarization", journal = "Expert Systems with Applications", volume = "131", pages = "254 - 265", year = "2019", issn = "0957-4174", doi = "https://doi.org/10.1016/j.eswa.2019.04.065", url = "http://www.sciencedirect.com/science/article/pii/S095741741930301X", author = "Kalyf Abdalla and Igor Menezes and Luciano Oliveira", keywords = "Video summarization, Subjective evaluation, Evaluation metric" }

Guide.ipynb contains a guide to use the evaluation metrics:

• CLUSA
  • with AUC-PR
  • with AUC-ROC
• Ranked correlation coefficients
  • Kendall
  • Spearman
• F1 score
• Cronbach's alpha coefficient