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History of Robotics Research and Development of Japan1995SensingReal-time Binocular Tracking Based on Virtual Horopter

Nobuyuki KitaElectrotechnical Laboratory (ETL)
S. RougeauxInstitute d'Informatique d'Enterprise
Yasuo KuniyoshiElectrotechnical Laboratory (ETL)
Sigeyuki SakaneElectrotechnical Laboratory (ETL)
An efficient method to fixate a binocular gaze point on an object moving around in a complicated environment was developed. Assuming the object is in the vicinity of the gaze point, the image features of the object are isolated from others by using zero disparity filtering (ZDF) (Fig.1). The object position in the depth direction, however, can not be estimated from such isolated features. In order to get the depth information simultaneously with the isolation by ZDF processing, the novel localization technique based on the idea of “virtual horopter'' was introduced (Fig.2). The proposed method was implemented on our active vision system with much reduced programming efforts and resources in comparing with conventional methods, and several experiments demonstrated that  the binocular tracking based on the proposed method worked for various shape objects and in complicated environments. The proposed method was applied to the mobile robot for "Cooperation by observation" [4] and extended by the integration with optical flaw and so on [5]. 10th RSJ Best Paper Award in 1996
図1 零視差フィルタによる追跡対象抽出
Fig. 1 Object isolation by using ZDF
 
図2 仮想ホロプタによる奥行き方向の追跡
Fig. 2 Tracking in the depth direction by using the virtual horopter
 

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Correspondence papers


N. Kita, S. Rougeaux, Y. Kuniyoshi, and S. Sakane:Real-time Binocular Tracking Based on Virtual Horopter

Journal of the Robotics Society of Japan, Vol. 13, No. 5, pp. 101-108, 1995 (in Japanese).

Related papers


[1] S. Rougeaux,喜多伸之,國吉康夫,坂根茂幸:“Tracking a moving object with a stereo camera head”,第11回日本ロボット学会学術講演会,373--376 (1993).

[2] S. Rougeaux,喜多,國吉,坂根,Chavant:“Binocular Tracking Based on Virtual Horopters”, International Conference on Intelligent Robots and Systems, pp.2052-2057 (1994).

[3] N. Kita, S. Rougeaux, Y. Kuniyoshi, S. Sakane:“Thorough ZDF-Based Localization for Binocular Tracking”, Proc. IAPR Workshop on Machine Vision Applications(MVA'94), Kawasaki (1994).

[4] Y. Kuniyoshi, S. Rougeaux, M. Ishii, N. Kita, S. Sakane and M. Kakikura:“Cooperation by observation --The framework and basic task patterns-”, Proc. of Int. Conf. on Robotics and Automation, pp.767-774 (1994).

[5] S. Rougeaux,Y. Kuniyoshi:“Velocity and Disparity Cues for Robust Real-Time Binocular Tracking”, Proc. Int. Conf. on Computer Vision and Pattern Recognition (CVPR'97),1-6 (1997).

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