A Feature Points Matching Method Based on Window Unique Property of Pseudo-Random Coded Image

Proposed a method for object feature points matching used in active machine vision technique. By projecting pseudo-random coded structured light onto the object to add code information, its feature points can be easily identified exclusively taking advantage of the window unique property of pseudo-random array. Then, the 3D coordinates of object both on camera plane and code plane can be obtained by decoding process, which will provide the foundation for further 3D reconstruction. Result of simulation shows that this method is easy to operate, calculation simple and of high matching precision for object feature points matching.

[1]  Wu Lin Sub-pixels corner detection for camera calibration , 2006 .

[2]  F. MacWilliams,et al.  Pseudo-random sequences and arrays , 1976, Proceedings of the IEEE.

[3]  M. Ejiri Robotics and machine vision for the future-an industrial view , 2001, 2001 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. Proceedings (Cat. No.01TH8556).

[4]  Fanglin Chen,et al.  A Novel Algorithm for Detecting Singular Points from Fingerprint Images , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  Szymon Rusinkiewicz,et al.  Stripe boundary codes for real-time structured-light range scanning of moving objects , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

[6]  Ma Shiwei,et al.  A Novel Method of Corner Detection for Multicolor Pseudo-random Encoded Image , 2007, 2007 8th International Conference on Electronic Measurement and Instruments.

[7]  Christopher G. Harris,et al.  A Combined Corner and Edge Detector , 1988, Alvey Vision Conference.

[8]  Lilong Cai,et al.  A calibration method for uncoupling projector and camera of a structured light system , 2008, 2008 IEEE/ASME International Conference on Advanced Intelligent Mechatronics.

[9]  Li Zhang,et al.  Rapid shape acquisition using color structured light and multi-pass dynamic programming , 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.