Switch from ambient to focal processing mode explains the dynamics of free viewing eye movements

被引:28
作者
Ito, Junji [1 ,2 ,3 ]
Yamane, Yukako [4 ,5 ,6 ]
Suzuki, Mika [4 ]
Maldonado, Pedro [7 ,8 ]
Fujita, Ichiro [4 ,5 ,6 ]
Tamura, Hiroshi [4 ,5 ,6 ]
Guen, Sonja [1 ,2 ,3 ,4 ,9 ]
机构
[1] Julich Res Ctr, Inst Neurosci & Med INM 6, Julich, Germany
[2] Julich Res Ctr, Inst Adv Simulat IAS 6, Julich, Germany
[3] Julich Res Ctr, JARA BRAIN Inst 1, Julich, Germany
[4] Osaka Univ, Grad Sch Frontier Biosci, Osaka, Japan
[5] Osaka Univ, Ctr Informat & Neural Networks, Osaka, Japan
[6] Natl Inst Informat & Commun Technol, Osaka, Japan
[7] Univ Chile, Fac Med, CENEM, BNI, Santiago, Chile
[8] Univ Chile, Fac Med, ICBM, Programa Fisiol & Biofis, Santiago, Chile
[9] Rhein Westfal TH Aachen, Theoret Syst Neurobiol, Aachen, Germany
关键词
OVERT ATTENTION; IMAGE STRUCTURE; NATURAL SCENES; TIME-COURSE; SACCADE; FIXATIONS; GAZE; INFORMATION; SALIENCY; EXPLORATION;
D O I
10.1038/s41598-017-01076-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Previous studies have reported that humans employ ambient and focal modes of visual exploration while they freely view natural scenes. These two modes have been characterized based on eye movement parameters such as saccade amplitude and fixation duration, but not by any visual features of the viewed scenes. Here we propose a new characterization of eye movements during free viewing based on how eyes are moved from and to objects in a visual scene. We applied this characterization to data obtained from freely-viewing macaque monkeys. We show that the analysis based on this characterization gives a direct indication of a behavioral shift from ambient to focal processing mode along the course of free viewing exploration. We further propose a stochastic model of saccade sequence generation incorporating a switch between the two processing modes, which quantitatively reproduces the behavioral features observed in the data.
引用
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页数:14
相关论文
共 46 条
[1]   SPEED AND ACCURACY OF SACCADIC EYE-MOVEMENTS - CHARACTERISTICS OF IMPULSE VARIABILITY IN THE OCULOMOTOR SYSTEM [J].
ABRAMS, RA ;
MEYER, DE ;
KORNBLUM, S .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 1989, 15 (03) :529-543
[2]  
[Anonymous], 1935, How people look at pictures: a study of the psychology and perception in art
[3]   TIME COURSE OF PICTURE VIEWING [J].
ANTES, JR .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY, 1974, 103 (01) :62-70
[4]   COMPUTER-SIMULATION OF OVERSHOOT IN SACCADIC EYE-MOVEMENTS [J].
BAHILL, AT ;
CLARK, MR ;
STARK, L .
COMPUTER PROGRAMS IN BIOMEDICINE, 1975, 4 (04) :230-236
[5]  
Becker W., 1989, NEUROBIOLOGY SACCADI, P13
[6]   Viewing strategy of Cebus monkeys during free exploration of natural images [J].
Berger, Denise ;
Pazienti, Antonio ;
Flores, Francisco J. ;
Nawrot, Martin P. ;
Maldonado, Pedro E. ;
Gruen, Sonja .
BRAIN RESEARCH, 2012, 1434 :34-46
[7]   Ecological Sampling of Gaze Shifts [J].
Boccignone, Giuseppe ;
Ferraro, Mario .
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (02) :266-279
[8]   Reconciling Saliency and Object Center-Bias Hypotheses in Explaining Free-Viewing Fixations [J].
Borji, Ali ;
Tanner, James .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 27 (06) :1214-1226
[9]   Objects do not predict fixations better than early saliency: A re-analysis of Einhauser et al.'s data [J].
Borji, Ali ;
Sihite, Dicky N. ;
Itti, Laurent .
JOURNAL OF VISION, 2013, 13 (10)
[10]   State-of-the-Art in Visual Attention Modeling [J].
Borji, Ali ;
Itti, Laurent .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (01) :185-207