• Title/Summary/Keyword: Enhanced Binary and Thinning

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Fingerprint Verification System Using Improved Preprocessing (개선된 전처리 과정을 이용한 지문 인식 시스템)

  • Lee Dong-Wook;Ahn Do-Rang;Lee Jee-Won
    • Journal of the Institute of Convergence Signal Processing
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    • v.7 no.2
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    • pp.73-80
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    • 2006
  • Fingerprint-based verification system has been used for a very long time. Because of their well-known uniqueness and immutability, fingerprint is one of the most widely used biometric features. However, fingerprint identification system has such a critical weakness that the performance of verification is reduced drastically for a poor input fingerprint. In this paper, an image enhancement algorithm using enhanced direction and enhanced binary and aiming image is used to mitigate the problem in the preprocessing. The goal of image enhancement is to estimate the quality of input fingerprint image and to improve the clarity of ridge and valley structures of input fingerprint image. Also, a ridge orientation extraction method using index table is proposed to improve the speed of verification. It is shown by the experiments that proposed fingerprint verification system improves the minutiae extraction accuracy and performance of verification.

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Correction of Text Character Skeleton for Effective Trajectory Recovery

  • Vu, Hoai Nam;Na, In Seop;Kim, Soo Hyung
    • International Journal of Contents
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    • v.11 no.3
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    • pp.7-13
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    • 2015
  • One of the biggest problems of skeletonization is the occurrence of distortions at the junction point of the final binary image. At the junction area, a single point usually becomes a small stroke, and the corresponding trajectory task, as well as the OCR, consequently becomes more complicated. We therefore propose an adaptive post-processing method that uses an adaptive threshold technique to correct the distortions. Our proposed method transforms the distorted segments into a single point so that they are as similar to the original image as possible, and this improves the static handwriting images after the skeletonization process. Further, we attained promising results regarding the usage of the enhanced skeletonized images in other applications, thereby proving the expediency and efficiency of the proposed method.

The Effective Parallel Processing Method for the Skeleton Improvement of Character Patterns (문자 패턴의 골격화 향상을 위한 효과적인 병렬 처리 방법)

  • Shin Choong Ho
    • Journal of Korea Multimedia Society
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    • v.8 no.1
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    • pp.27-33
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    • 2005
  • In this paper, an effective skeleton method is proposed in order to obtain an enhanced digital image of skeleton line. The binary image using the threshold values is applied in the preprocessing stage and then The proposed method is applied to obtain the improved image of skeleton line. We used the existing skeleton methods and SPTA(Shin's Parallel Thinning Algorithm) method for the comparison. The demerits of the existing skeleton methods have a result of noise branch, expansion and contraction. and then we are proposed a SPTA method.

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