TY - JOUR TI - A model of saliency-based visual attention for rapid scene analysis AU - Laurent Itti AU - Christof Koch AU - Ernst Niebur PY - 1998 JO - IEEE Transactions on Pattern Analysis and Machine Intelligence DO - 10.1109/34.730558 UR - https://doi.org/10.1109/34.730558 AB - A visual attention system, inspired by the behavior and the neuronal architecture of the early primate visual system, is presented. Multiscale image features are combined into a single topographical saliency map. A dynamical neural network then selects attended locations in order of decreasing saliency. The system breaks down the complex problem of scene understanding by rapidly selecting, in a computationally efficient manner, conspicuous locations to be analyzed in detail. ER -