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author:

Wu, J. (Wu, J..) [1] | Li, Z. (Li, Z..) [2] | Keikhosrokiani, P. (Keikhosrokiani, P..) [3] | Cai, Y. (Cai, Y..) [4]

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Scopus

Abstract:

To solve the problem of boarding pass positioning with image tilt and sticking, we proposed a jointly boarding pass positioning and correction algorithm using multi-channel color components. First, a local threshold segmentation is performed on red and blue components in RGB color space to determine the general area of the boarding pass. Then, edge detection is performed on the blue component and pixel value standardization statistics on the three components to obtain partial edges and internal information of the boarding pass to refine the binary image. Next, the watershed algorithm is used to achieve precise positioning of the boarding pass. Finally, the segmentation and the boarding pass are completely rectified through perspective transformation. The results of segmentation and correction of boarding passes in actual scenarios show that the proposed algorithm can complete segmentation and correction under complex conditions such as boarding pass images sticking to each other, uneven illumination, and large-angle tilt. The average time spent on the test set is 0.049s, and the segmentation and correction success rate is 95.16 %. The proposed algorithm has high application value. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keyword:

Boarding pass positioning Jointly multi-channel Perspective transformation Threshold segmentation

Community:

  • [ 1 ] [Wu, J.]College of Computer and Data Science, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Wu, J.]Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, College of Computer and Control Engineering, Minjiang University, Fuzhou, 350121, China
  • [ 3 ] [Li, Z.]Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, College of Computer and Control Engineering, Minjiang University, Fuzhou, 350121, China
  • [ 4 ] [Keikhosrokiani, P.]School of Computer Sciences, Universiti Sains Malaysia, Penang, Minden, 11800, Malaysia
  • [ 5 ] [Cai, Y.]Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, College of Computer and Control Engineering, Minjiang University, Fuzhou, 350121, China

Reprint 's Address:

  • [Cai, Y.]Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, China

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Source :

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

ISSN: 0302-9743

Year: 2023

Volume: 13655 LNCS

Page: 611-623

Language: English

0 . 4 0 2

JCR@2005

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WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 0

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