Yulia Sandamirskaya

Efficient Semantic Understanding from Digital Foveation

A lightweight active-vision pipeline that combines saliency-driven fixation selection, high-resolution foveal observations, low-resolution contextual information, semantic accumulation, and adaptive computation is introduced, suggesting that substantial semantic understanding can emerge from sparse observations when co...