Face-tracking as an augmented input in video games: enhancing presence, role-playing and control

Motion-detection only games have inherent limitations on game experience in that the systems cannot identify the player's existence and identity. A way of improvement is by introducing information such as a player's face or head into the system. We designed and implemented two game prototypes that apply real-time face position information as intrinsic elements of gameplay to enhance game experience. The first prototype augmented a typical motion-detection-based game. Face information was designed to enhance the sense of presence and role-playing. In the second prototype, face tracking is applied as a new axis of control in a First Person Shooter (FPS) game.Although Face detection and tracking technology has started utilizing in game scenarios, there was little systematic research on how user experience is leveraged by applying face information to video games. The results of our user tests on comparing camera-based video games with and without face tracking demonstrated that using face position information can effectively enhance presence and role-playing. In addition, an intuitive control that augmented by face-tracking in the FPS game also got positive feedbacks from the test.

[1]  Dmitry O. Gorodnichy,et al.  On importance of nose for face tracking , 2002, Proceedings of Fifth IEEE International Conference on Automatic Face Gesture Recognition.

[2]  Paul A. Viola,et al.  Robust Real-Time Face Detection , 2001, International Journal of Computer Vision.

[3]  L. Davis,et al.  Background and foreground modeling using nonparametric kernel density estimation for visual surveillance , 2002, Proc. IEEE.

[4]  Gary Bradski,et al.  Computer Vision Face Tracking For Use in a Perceptual User Interface , 1998 .

[5]  Myron W. Krueger,et al.  VIDEOPLACE—an artificial reality , 1985, CHI '85.

[6]  Dorin Comaniciu,et al.  Kernel-Based Object Tracking , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Alex Pentland,et al.  The ALIVE system: wireless, full-body interaction with autonomous agents , 1997, Multimedia Systems.

[8]  Gwen Littlewort,et al.  Real Time Face Detection and Facial Expression Recognition: Development and Applications to Human Computer Interaction. , 2003, 2003 Conference on Computer Vision and Pattern Recognition Workshop.

[9]  Jussi Holopainen,et al.  Emotional response patterns and sense of presence during video games: potential criterion variables for game design , 2004, NordiCHI '04.

[10]  Jaakko Stenros,et al.  Beyond Role and Play: Tools, Toys and Theory for Harnessing the Imagination , 2004 .

[11]  Heather Desurvire,et al.  Using heuristics to evaluate the playability of games , 2004, CHI EA '04.

[12]  Jonathan Freeman,et al.  A Cross-Media Presence Questionnaire: The ITC-Sense of Presence Inventory , 2001, Presence: Teleoperators & Virtual Environments.

[13]  Chris Crawford,et al.  The Art of Computer Game Design , 1984 .

[14]  Michael Isard,et al.  CONDENSATION—Conditional Density Propagation for Visual Tracking , 1998, International Journal of Computer Vision.

[15]  Rong Xiao,et al.  Boosting chain learning for object detection , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[16]  W. Eric L. Grimson,et al.  Adaptive background mixture models for real-time tracking , 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149).

[17]  Michael J. Singer,et al.  Measuring Presence in Virtual Environments: A Presence Questionnaire , 1998, Presence.

[18]  Matthew Lombard,et al.  At the Heart of It All: The Concept of Presence , 2006 .

[19]  Herman D’Hooge Game Design Principles for the Intel ® Play TM Me 2 Cam * Virtual Game System , 2001 .

[20]  Laura Mendozzi,et al.  Psychophysiological Correlates of Virtual Reality: A Review , 2001, Presence: Teleoperators & Virtual Environments.