Assessment of the high precision of global least squares stitching over large measuring areas

• Published in: Journal of mechanical science and technology Vol. 29; no. 2; pp. 687 - 696
• Main Authors: Lee, Dong-Hyeok, Kim, Min-Gyu, Cho, Nahm Gyoo
• Format: Journal Article
• Language: English
• Published: Seoul Korean Society of Mechanical Engineers 01.02.2015; Springer Nature B.V; 대한기계학회
• Subjects: Algorithms; Assessments; Computer simulation; Control; Dynamical Systems; Engineering; Error correction; Industrial and Production Engineering; Least squares method; Mechanical Engineering; Noise levels; Stitching; Three dimensional; Vibration; 기계공학; Machined surface; Global least squares fitting; Profile stitching; Areal measurement; Surface metrology; Precision measurements
• ISSN: 1738-494X; 1976-3824
• DOI: 10.1007/s12206-015-0128-8

A 3D stitching algorithm was developed to measure wide-range data without reducing lateral resolution. This algorithm can correct X- and Y-axis rotational errors and Z-axis translational errors, as well as minimize the propagation of stitching error using an overall squared stitching method. Furthermore, the coordinate relation of adjacent areas is clearly defined to facilitate proper implementation of the algorithm. The developed algorithm has been applied with simulated and actual measured data to verify that it can stitch various types of data. The stitching accuracy on the common stitching area was evaluated using the Monte-Carlo method as the noise level increased to determine the criteria on measuring conditions. The stitching error was validated to be very small and to occur at the sub-nanometer level.