9 August 2018 Research on auto-sorting system based on fusion semantics of regular expression
Author Affiliations +
Proceedings Volume 10806, Tenth International Conference on Digital Image Processing (ICDIP 2018); 1080603 (2018) https://doi.org/10.1117/12.2502860
Event: Tenth International Conference on Digital Image Processing (ICDIP 2018), 2018, Shanghai, China
Abstract
In order to solve the problem of low rate of automatic sorting, according to the identified physical characteristics of the object contour and color and relative distance and the different characteristics of vibration ,using the library contains colors, lines, locations and vibration, the match feature of packing box can be constructed by using regular expression. Experiment results showed that the recognition rate was 92.5% under constant perspective and average recognition time was 50.3ms. Compared with the Scale Invariant Feature Transform(SIFT) and Speeded Up Robust Feature(SURF), the proposed method achieved a significant improvement for automatic sorting and identification under constant perspective.
© (2018) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Bing Lu, Bing Lu, Jun Sun, Jun Sun, Xiaodong Xu, Xiaodong Xu, "Research on auto-sorting system based on fusion semantics of regular expression", Proc. SPIE 10806, Tenth International Conference on Digital Image Processing (ICDIP 2018), 1080603 (9 August 2018); doi: 10.1117/12.2502860; https://doi.org/10.1117/12.2502860
PROCEEDINGS
7 PAGES


SHARE
Back to Top