Guy Ben-Yosef

Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images

The human ability to recognize objects is impaired when the object is not shown in full. "Minimal images" are the smallest regions of an image that remain recognizable for humans. Ullman et al. (2016) show that a slight modification of the location and size of the visible region of the minimal image…