A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automated visual inspection: 1981 to 1987
Computer Vision, Graphics, and Image Processing
A machine vision system for measuring the eccentricity of bearings
Computers in Industry
Image-based pan-tilt camera control in a multi-camera surveillance environment
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Shape recognition of laser beam trace for human-robot interface
Pattern Recognition Letters
Hi-index | 0.02 |
A vision-based motion detection system is designed to remotely control the motion of a service robot. Color tags are placed on the operator to control the robot motion. The motion of the color tags is detected using a CCD camera and used to actuate the remote robot wirelessly. The computation of the color tags' motion is achieved through image processing using eigenvectors and color system morphology. Through inverse dynamics and coordinate transformation, the rotation angles of the arm, head, and foot of the operator and the corresponding robot motor angles are determined. It takes, on average, 65 ms per calculation. The system performed well even in complex environments with errors that did not exceed 2 pixels with a response time of about 0.1 s. The results of the experiments are available at http://www.youtube.com/watch?v=5TC0jqlRe1U and http://www.youtube.com/watch?v=3sJvjXYgwVo. The videos have to be watched simultaneously in order to observe the command and the corresponding robot response.