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Computational models of attention

L. Itti,A. Borji

2015 · ArXiv: 1510.07182
arXiv.org · 5 Citations

TLDR

This chapter reviews recent computational models of visual attention in seven different broad categories, and examines more complex models which address the top-down or goal-oriented guidance of attention towards items that are more relevant to the task at hand.

Abstract

This chapter reviews recent computational models of visual attention. We begin with models for the bottom-up or stimulus-driven guidance of attention to salient visual items, which we examine in seven different broad categories. We then examine more complex models which address the top-down or goal-oriented guidance of attention towards items that are more relevant to the task at hand.