A Study on Captcha Recognition

被引:6
作者
Chen, Chii-Jen [1 ]
Wang, You-Wei [2 ]
Fang, Wen-Pinn [1 ]
机构
[1] Yuanpei Univ, Dept Comp Sci & Informat Engn, Hsinchu, Taiwan
[2] Natl Taipei Univ, Dept Comp Sci & Informat Engn, Taipei, Taiwan
来源
2014 TENTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2014) | 2014年
关键词
captcha; recognition; probability; security; image processing;
D O I
10.1109/IIH-MSP.2014.105
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Through most of captcha images all said that their system can defense the external attacking, many corresponding researches are still presented to examine the captcha systems in the current internet platforms. The safety of captcha image can be decided by the complexity of imaging structures. Therefore, different captcha recognition methods are proposed to apply into different captcha images. In this study, there are many noisy lines and points in our testing captcha cases. We proposed the probability pattern framework to recognize the target numbers in the captcha images. In the experiment, the quantitative assessment shows that the proposed recognition method achieved an average of 81.05% for more than two thousand captcha cases.
引用
收藏
页码:395 / 398
页数:4
相关论文
共 9 条
  • [1] Chandavale A., 2011, Proceedings of the 4th International Conference on Emerging Trends in Engineering and Technology (ICETET 2011), P12, DOI 10.1109/ICETET.2011.59
  • [2] CAPTCHA Design Color, Usability, and Security
    El Ahmad, Ahmad
    Yan, Jeff
    Ng, Wai-Yin
    [J]. IEEE INTERNET COMPUTING, 2012, 16 (02) : 44 - 51
  • [3] Noise adaptive soft-switching median filter
    Eng, HL
    Ma, KK
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (02) : 242 - 251
  • [4] Gonzalez R.C., 2008, Digital Image Processing, V3rd
  • [5] Haichang Gao, 2012, 2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), P9, DOI 10.1109/TrustCom.2012.131
  • [6] Huang Shu-Guang, 2011, Proceedings of the 2011 First International Conference on Instrumentation, Measurement, Computer, Communication and Control (IMCCC 2011), P525, DOI 10.1109/IMCCC.2011.136
  • [7] A switching median filter with boundary discriminative noise detection for extremely corrupted images
    Ng, Pei-Eng
    Ma, Kai-Kuang
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (06) : 1506 - 1516
  • [8] Truong HD, 2011, IEEE ICC
  • [9] CAPTCHA Security A Case Study
    Yan, Jeff
    El Ahmad, Ahmad Salah
    [J]. IEEE SECURITY & PRIVACY, 2009, 7 (04) : 22 - 28