Gaze Latent Support Vector Machine for Image Classification Improved by Weakly Supervised Region Selection.

•A novel WSL model integrating human gaze annotation for image classification is proposed.•Our model generalizes positive instance Gaze latent SVM.•Our model generalizes top K instance latent SVM.•Our model is validated on extensive experiments in various challenging contexts.•A new food-related dataset with gaze annotation is published.