Title :
A new interface using image-based foot tracking for motion sensing devices
Author :
Jung, Da-Un ; Yun, Yong-In ; Choi, Jong-Soo
Author_Institution :
Dept. of Image, Chung-Ang Univ., Seoul, South Korea
fDate :
8/1/2012 12:00:00 AM
Abstract :
Foot interfacing has applications in games that require foot manipulation control using motion sensing devices. However, when part of a foot overlaps itself (selfocclusion), is out of the line of sight of the infrared sensor and it is then difficult to accurately capture foot pose. To overcome this problem, we propose a real-time motion sensing method based on 3-dimensional motion estimation. Our method employs pose parameters that are acquired using the ground plane and camera coordinates. This enables an assessment of the positions of the two joints that comprise a skeletal foot model. The proposed approach can capture a foot´s 3-dimensional information that an infrared sensor may miss; therefore, motion sensing device´s pose estimation results improve. According to the tracking and experimental results, the proposed method is applicable for use by motion sensing devices.
Keywords :
cameras; computer games; image sensors; infrared detectors; manipulators; motion control; motion estimation; pose estimation; real-time systems; target tracking; 3-dimensional motion estimation; camera coordinates; foot 3-dimensional information; foot manipulation control; ground plane; image-based foot tracking; infrared sensor; line of sight; motion sensing device pose estimation; pose parameters; real-time motion sensing method; skeletal foot model; Cameras; Foot; Joints; Sensors; Tracking; Transmission line matrix methods; Vectors; model-based 3D motion estimation; motion sensing input device; real-time foottracking;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2012.6311321