User:Rancarmi/Laurent Itti
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Laurent Itti (born December 12, 1970 in Tours, France) is a computational neuroscientist. He received his MS in "Image Processing" from the École Nationale Supérieure des Télécommunications de Paris in 1994, and a PhD in "Computation and Neural Systems" from Caltech in 2000. He is currently an Assistant Professor of Computer Science, Psychology, and Neuroscience at the University of Southern California, where he has been since 2000.
As a PhD student under the tutelage of Christof Koch, Itti developed a computer model that simulates brain mechanisms involved in the deployment of visual attention [1], [2]. This so-called "saliency model" has been cited as the most realistic and powerful model of its kind by hundreds of peer-reviewed publications. The software implementation of this model is part of the iLab Neuromorphic Vision Toolkit, which is freely distributed under the GNU general public license.
Itti has also been very active in developing computer vision applications, particularly in the context of autonomous vehicles (both terrestrial [3] and underwater [4]), as well as in comparing model simulations to empirical measurements based on a wide spectrum of techniques, including eye tracking, psychophysics, neuroimaging, and electrophysiology [5].
Itti is credited with authoring several dozens of peer-reviewed publications [6], and 3 image processing patents [7]. He also co-developed the Coregistration for Neuroimaging Systems software package, a suite of image processing tools for analyzing neuroimaging data, which is routinely used by several hospitals and research labs in the US and Europe. Several of the algorithms implemented in this software package have been licensed to Siemens AG.
[edit] Books
- Neurobiology of Attention, Academic Press, (2005), ISBN 0123757312
