Game Design Guided by Visual Attention

Visual attention plays a critical role in game playing. A better understanding of the allocation of visual attention can benefit the design of game scenarios. In this paper we propose to design games in different difficulty levels based on the estimation of attention. We use eye movement information in an analysis of attention. Eye fixation and pursuit conditions are considered separately. We find that the image complexity at eye fixation points and the relative position between pursuit direction and disturbance during pursuit eye movements are significant for attention allocation. This result is applied to the design of an interactive 2D game having two difficulty levels. Player response speeds and scores are compared for each difficulty level of the game.

[1]  Martin R. Gibbs,et al.  Mediating intimacy: designing technologies to support strong-tie relationships , 2005, CHI.

[2]  C. Koch,et al.  A saliency-based search mechanism for overt and covert shifts of visual attention , 2000, Vision Research.

[3]  Andrew Hollingworth,et al.  Eye Movements During Scene Viewing: An Overview , 1998 .

[4]  K. Rayner Eye movements and visual cognition : scene perception and reading , 1992 .

[5]  Geoffrey R. Loftus,et al.  Effects of Visual Degradation on Eye-Fixation Duration, Perceptual Processing, and Long-Term Visual Memory , 1992 .

[6]  Daphne Bavelier,et al.  Playing video games enhances visual attention in children , 2004 .

[7]  Erik D. Reichle,et al.  Toward a model of eye movement control in reading. , 1998, Psychological review.

[8]  Jie Zhu,et al.  Head orientation and gaze direction in meetings , 2002, CHI Extended Abstracts.

[9]  P. Mahadevan,et al.  An overview , 2007, Journal of Biosciences.

[10]  G. Underwood Eye guidance in reading and scene perception , 1998 .

[11]  Antonio Torralba,et al.  Top-down control of visual attention in object detection , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[12]  M. Hayhoe,et al.  In what ways do eye movements contribute to everyday activities? , 2001, Vision Research.

[13]  J. Henderson,et al.  The effects of semantic consistency on eye movements during complex scene viewing , 1999 .

[14]  C. Eriksen,et al.  Effects of noise letters upon the identification of a target letter in a nonsearch task , 1974 .

[15]  A. L. Yarbus,et al.  Eye Movements and Vision , 1967, Springer US.

[16]  Susan L. Franzel,et al.  Guided search: an alternative to the feature integration model for visual search. , 1989, Journal of experimental psychology. Human perception and performance.

[17]  Daniel P. Huttenlocher,et al.  Efficient Graph-Based Image Segmentation , 2004, International Journal of Computer Vision.

[18]  Steve McLaughlin,et al.  Comparative study of textural analysis techniques to characterise tissue from intravascular ultrasound , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[19]  Christoph Kayser,et al.  Fixations in natural scenes: Interaction of image structure and image content , 2006, Vision Research.

[20]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[21]  P. van Donkelaar,et al.  The allocation of attention during smooth pursuit eye movements. , 2002, Progress in brain research.

[22]  M. Young,et al.  Longer fixation duration while viewing face images , 2006, Experimental Brain Research.

[23]  G. Loftus Picture perception: effects of luminance on available information and information-extraction rate. , 1985, Journal of experimental psychology. General.

[24]  M. Pomplun Saccadic selectivity in complex visual search displays , 2006, Vision Research.

[25]  Alan C. Bovik,et al.  Image features that draw fixations , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[26]  A. L. I︠A︡rbus Eye Movements and Vision , 1967 .

[27]  K. Turano,et al.  Oculomotor strategies for the direction of gaze tested with a real-world activity , 2003, Vision Research.

[28]  Bruce D. McCandliss,et al.  Training, maturation, and genetic influences on the development of executive attention. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[29]  C. S. Green,et al.  Action video game modifies visual selective attention , 2003, Nature.