Mobile Robot Digital Landmarks Recognition and Finger Writing Maneuver - Softcover

Shih, Ching-Long; Ku, Yu-Te

Softcover

ISBN 10: 3330347635 ISBN 13: 9783330347632

Publisher: LAP LAMBERT Academic Publishing, 2017

Synopsis

This book presents an image-based mobile robot guidance system in an indoor space with installed artificial ceiling landmarks and the robot is maneuver by a vision-based fingertip-writing character recognition system. The overall system, including an omni-directional mobile robot motion control, landmark image processing and image recognition, is implemented on a single FPGA chip with one CMOS image sensor. The proposed feature representation of the artificial ceiling land-marks is invariant with respect to rotation and translation. To enhance recognition accuracy, landmark classification is performed after the mobile robot is moved to a position such that the ceiling landmark is located in the upright-top corner position of the robot’s camera image. The accuracy of the proposed artificial ceiling landmark recognition system using nearest neighbor classification is 100% in our experiments and the proposed fingertip-writing recognition system provides an easy-to-use and accurate visual character input method.

About this title

About the Author

Ching-Long Shih received the BS and MS degrees form the National Chiao-Tung University, Hsinchu, Taiwan in 1980 and 1984, respectively, and the PhD degree in Electrical Engineering from the Ohio State University, Columbus, Ohio, USA in 1988.He is currently a Professor in the Department EE, National Taiwan University of Science and Technology.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2017
• ISBN 10: 3330347635
• ISBN 13: 9783330347632
• Binding: Paperback
• Language: English
• Number of pages: 56