Visual Attention Saccadic Models Learn to Emulate Gaze Patterns From Childhood to Adulthood

• Published in: IEEE transactions on image processing Vol. 26; no. 10; pp. 4777 - 4789
• Main Authors: Le Meur, Olivier, Coutrot, Antoine, Zhi Liu, Rama, Pia, Le Roch, Adrien, Helo, Andrea
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.10.2017; The Institute of Electrical and Electronics Engineers, Inc. (IEEE); Institute of Electrical and Electronics Engineers
• Subjects: Adaptation models; Adults; Age; Computational modeling; development; Dispersion; Engineering Sciences; Eye (anatomy); Fixation; Group dynamics; Hidden Markov models; Observers; Predictive models; Saccadic model; saliency; scanpaths; Signal and Image processing; Two dimensional models; Viewing; Visual task performance; Visualization; saccadic model; development; scanpaths; saliency; age

How people look at visual information reveals fundamental information about themselves, their interests and their state of mind. While previous visual attention models output static 2D saliency maps, saccadic models aim to predict not only where observers look at but also how they move their eyes to...