avatt, a free-viewing eye-tracking dataset on paintings spanning sixteen art movements and five centuries, is introduced, showing that faces are fixated more than expected and within half a second, that local structure draws the eye, that composition rules fitted from image content predict where people look, and that a...
Human visual search is serial: the fovea must land on a candidate to confirm it, and those landings form a scanpath. Whether multimodal large language models (MLLMs), given the same foveated input, search as humans do bears on their use as models of human vision and on attention-alignment scores. We compare three gener...
M. A. Kerkouri, Marouane Tliba, Aladine Chetouani et al.· 0 citations
The results show strong performance on colonoscopy images and competitive performance on prostate MRI, supporting gaze-guided prototype refinement as a promising approach for segmentation-label-efficient, human-in-the-loop medical image segmentation.
M. Benyahia, Marouane Tliba, M. A. Kerkouri et al.· 0 citations
How different populations visually explore artworks bears on cognitive science and on accessibility design, yet most eye-tracking work in autism has used social scenes rather than art, and has analysed where the eyes land while ignoring when and in what order. We present a comparative free-viewing study across three gr...
M. A. Kerkouri, Daphné Senggaran, Renaud Jusiak et al.· arXiv.org· 0 citations
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