A Model of Saliency-Based Visual Attention for Rapid Scene Analysis

@article{citeulike:2776373, abstract = {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. Index terms: Visual ...}, author = {Itti, Laurent and Koch, Christof and Niebur, Ernst }, citeulike-article-id = {2776373}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, keywords = {assessment, itti, saliency}, number = {11}, pages = {1254--1259}, posted-at = {2008-05-09 18:37:51}, priority = {2}, title = {A Model of Saliency-Based Visual Attention for Rapid Scene Analysis}, url = {http://citeseer.ist.psu.edu/itti98model.html}, volume = {20}, year = {1998} }

TY - JOUR ID - citeulike:2776373 L3 - citeulike-article-id:2776373 TI - A Model of Saliency-Based Visual Attention for Rapid Scene Analysis JF - IEEE Transactions on Pattern Analysis and Machine Intelligence VL - 20 IS - 11 SP - 1254 EP - 1259 N2 - 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. Index terms: Visual ... KW - assessment KW - itti KW - saliency AU - Itti, Laurent AU - Koch, Christof AU - Niebur, Ernst PY - 1998/// UR - http://citeseer.ist.psu.edu/itti98model.html ER -