A computational model for human eye-movements in military simulations

Buscher G, Cutrell E, Morris M (2009) What do you see when you’re surfing? using eye tracking to predict salient regions of web pages. In: Proceedings of CHI 2009, human factors in computing systems. ACM, New York, pp 21–30 Darken CJ (2007a) Computer graphics-based models of target detection: algorithms, comparison to human performance, and failure modes. J Defense Model Simul, Appl Methodol Technol 4 Darken CJ (2007b) Level annotation and test by autonomous exploration. In: Proceedings of artificial intelligence and interactive digital entertainment (AIIDE) Einhäuser W, Spain M, Perona P (2008) Objects predict fixations better than early saliency. J Vis 8:1–26 Evangelista PF, Darken CJ, Jungkunz P (2010) Modeling and integration of situational awareness and soldier target search. J Defense Model Simul, Appl Methodol Technol 1–19. doi:10.1177/1548512911415726 Fawcett T (2006) An introduction to ROC analysis. Pattern Recognit Lett 27:861–874 Frintrop S (2006) VOCUS: a visual attention system for object detection and goal-directed search. Springer, Berlin Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29–36 Henderson JM (2003) Human gaze control during real-world scene perception. Trends Cogn Sci 7:498–504 Henderson JM, Weeks PA, Hollingworth A (1999) The effects of semantic consistency on eye movements during complex scene viewing. J Exp Psychol Hum Percept Perform 25:210–228 Hoffman JE, Subramaniam B (1995) The role of visual attention in saccadic eye movements. Percept Psychophys 57(6):787–795 Itti L (2003) Visual attention. In: Arbib MA (ed) The handbook of brain theory and neural networks. MIT Press, Cambridge, pp 1196–1201 Itti L, Koch C (2001a) Computational modeling of visual attention. Nat Rev, Neurosci 2(3):194–203 Itti L, Koch C (2001b) Feature combination strategies for saliency-based visual attention systems. J Electron Imaging 10:161–169 Itti L, Koch C, Niebur E (1998) A model of saliency-based visual attention for rapid scene analysis. IEEE Trans Pattern Anal Mach Intell 20(11):1254–1259 Jungkunz P (2009) Modeling human visual perception for target detection in military simulations. PhD thesis, Naval Postgraduate School Mannan SK, Ruddock KH, Wooding DS (1997) Fixation patterns made during brief examination of two-dimensional images. Perception 26:1059–1072 Navalpakkam V, Itti L (2005) Modeling the influence of task on attention. Vis Res 45(2):205–231 Pomplun M (2006) Saccadic selectivity in complex visual search displays. Vis Res 46:1886–1900 Rayner K, Pollatsek A (1992) Eye movements and scene perception. Can J Psychol 46:342–376 Tatler BW, Baddeley RJ, Glichrist ID (2005) Visual correlates of fixation selection: effects of scale and time. Vis Res 45:643–659 Torralba A, Oliva A, Castelhano MS, Henderson JM (2006) Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. Psychol Rev 113:766–786 Veksler V, Gray W (2007) Mapping semantic relevancy of information displays. In: CHI 2007 extended abstracts on human factors in computing systems. ACM, New York, pp 2729–2734 Wainwright RK (2008) Look again: an investigation of false positive detections in combat models. Master’s thesis, Naval Postgraduate School