Algorithm of Fingerprint Extraction and Implementation Based on OpenCV

被引:0
|
作者
Yue Yaru [1 ]
Zhu Jialin [1 ]
机构
[1] BISTU, Beijing, Peoples R China
关键词
opencv; otsu; fingerprint extraction; optimal threshold; Vc++6.0;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
At present, OpenCV function library is applied more and more widely, and it is used in digital image processing to solve some problems of image processing, and it can improve the effectiveness of image processing. Commonly it is easy to cause the loss of image detail for the Otsu method, in order to solve these problems the Otsu method is improved. In the case of uneven illumination and blurred image, it can segment the target, and the result is accurate, simple and shorter running time. What's more, it can reduce the amount of computation and storage space. In general, it is a fast and effective and good real-time image threshold segmentation algorithm. This paper uses the OpenCV functions to achieve a fingerprint extraction algorithm. The algorithm uses the Otsu algorithm improved to get the best threshold that it can segment image. Simulation experiment is carried out by using object-oriented Vc++6.0 programming tools, and it proves that the fingerprint extraction algorithm based on OpenCV function library is effective. It can improve the accuracy of fingerprint extraction, and image likes real image. Give some code.
引用
收藏
页码:163 / 167
页数:5
相关论文
共 50 条
  • [31] Fingerprint Image Sensing Using Micromechanical Key and Extraction Algorithm for Sensed Fingerprint Image
    Arai, Fumihito
    Fukuda, Toshio
    2001, Fuji Technology Press (13) : 458 - 463
  • [32] Transformer based Fingerprint Feature Extraction
    Tandon, Saraansh
    Namboodiri, Anoop
    2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2022, : 870 - 876
  • [33] Implementation of Fingerprint and Newborn Footprint Feature Extraction on Raspberry Pi
    Sivaranjani, S.
    Sumathi, S.
    2015 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2015,
  • [34] OpenCV Based Implementation of Zhang-Suen Thinning Algorithm Using Java']Java for Arabic Text Recognition
    Saudagar, Abdul Khader Jilani
    Mohammed, Habeeb Vulla
    INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 3, INDIA 2016, 2016, 435 : 265 - 271
  • [35] Research on License Plate Recognition Algorithm Based on OpenCV
    Zhang Shuaishuai
    Peng Chen
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 68 - 72
  • [36] Hardware Implementation of Fingerprint Image Thinning Algorithm in FPGA Device
    Hermanto, Lingga
    Sudiro, Sunny Arief
    Wibowo, Eri Prasetyo
    2010 INTERNATIONAL CONFERENCE ON NETWORKING AND INFORMATION TECHNOLOGY (ICNIT 2010), 2010, : 187 - 191
  • [37] An improved fingerprint image synthesis algorithm based on gray value and its fast DSP implementation
    Chi Dongxiang
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2008, : 432 - 435
  • [38] Mechanism analysis and feature extraction algorithm of communication emitter fingerprint
    Han, Jie
    Zhang, Tao
    Ren, Dongfang
    Zheng, Xiaoyu
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2019, 106 : 89 - 95
  • [39] Hardware Implementation of a Fingerprint Recognition Algorithm On FPGA Cyclone II
    Dhib, Farah
    Tatar, Elmehdi
    Machhout, Mohsen
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS 2018 (DATA'18), 2018,
  • [40] Novel fingerprint minutiae extraction algorithm using Hessian matrix
    Luo, Jing
    Lin, Shu-Zhong
    Ni, Jian-Yun
    Zhan, Xiang-Lin
    Guangdian Gongcheng/Opto-Electronic Engineering, 2008, 35 (11): : 134 - 138