art_paintings

Can we accurately predict where we look at paintings?

Our objectives
  • Design a large eye-tracking datasets on paintings
  • Evaluate the performances of existing saliency models
  • Proposed a new saliency model for predicting where we are looking at
Materials

Please find below the data set underlying the results described in your manuscript:

  • Original stimuli: Here
  • Human saliency maps as well as fixation maps computed over paintings: Here
  • Painting list + category: Here
  • Sam ResNet fine-tuned weights: Here
Some illustrations

 

 

Citation

Le Meur, O., Le Pen, T., & Cozot, R. (2020). Can we accurately predict where we look at paintings?. PloS one, 15(10), e0239980.

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