Adaptive semi-blind immune algorithm for image enhancement

被引:4
|
作者
He, ZY [1 ]
Xu, QZ [1 ]
Wei, CJ [1 ]
Pei, WJ [1 ]
Zhang, YN [1 ]
机构
[1] Southeast Univ, Dept Radio Engn, Nanjing 210096, Peoples R China
基金
中国国家自然科学基金;
关键词
semi-blind immune algorithm; image enhancement; clonal selection principle; adaptive mutation;
D O I
10.1007/s11045-004-4740-5
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The principle and steps of semi-blind immune algorithm are studied, and in adaptive image enhancement method using semi-blind immune algorithm is proposed. The non-linear transform of gray level is an efficient way of image enhancement. In classical image enhancement methods, the specific transform function is determined according to the gray level distribution in the processed image. Tubbs proposed a normalized incomplete Beta function to represent the four kinds of non-linear transform functions most commonly used. But how to adaptively define the coefficients of the Beta function is still a problem. We adopt an adaptive semi-blind immune algorithm that explicitly searches the optimal or suboptimal coefficients more quickly. Compared with the common image adjustment approach, our method is more efficient and powerful.
引用
收藏
页码:107 / 118
页数:12
相关论文
共 50 条
  • [41] A sort of robust semi-blind constant modulus equalization algorithm
    Chen, QingJia
    Wu, QiHu
    Wang, JinLong
    IC-BNMT 2007: Proceedings of 2007 International Conference on Broadband Network & Multimedia Technology, 2007, : 5 - 8
  • [42] A MAP-based algorithm for spectroscopic semi-blind deconvolution
    Liu, Hai
    Zhang, Tianxu
    Yan, Luxin
    Fang, Houzhang
    Chang, Yi
    ANALYST, 2012, 137 (16) : 3862 - 3873
  • [43] A semi-blind detection algorithm for V-BLAST system
    Wang, JM
    Zhao, CM
    GLOBECOM'03: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-7, 2003, : 3366 - 3370
  • [44] The Semi-blind Source Extraction Algorithm for Array Radar Signal
    Wang, Gang
    Rao, Nini
    Du, Xiaochuan
    Ou, Feng
    Liu, Caiquan
    Xu, Guogong
    Qiu, Chaoyang
    JOURNAL OF COMPUTERS, 2012, 7 (06) : 1297 - 1302
  • [45] A Semi-Blind Channel Estimation Algorithm for Massive MIMO Systems
    Mawatwal, Khushboo
    Sen, Debarati
    Roy, Rajarshi
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2017, 6 (01) : 70 - 73
  • [46] A novel Semi-blind Channel Estimation Algorithm for OFDM systems
    Hu Feng
    Li Jianping
    Cai Chaoshi
    2009 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP 2009), 2009, : 655 - 658
  • [47] A semi-blind equalization algorithm for long coded CDMA systems
    Bordin, CJ
    Baccalá, LA
    PROCEEDINGS OF THE FOURTH IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, 2004, : 209 - 212
  • [48] A semi-blind MIMO adaptive equalizer based on independent space constraint
    Okello, J
    Ikekawa, M
    Kuroda, I
    IEEE INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES 2004 (ISCIT 2004), PROCEEDINGS, VOLS 1 AND 2: SMART INFO-MEDIA SYSTEMS, 2004, : 936 - 940
  • [49] Adaptive Joint Semi-blind Estimation of CFO and Channel for OFDM Systems
    Mokhtar Besseghier
    Ahmed Bouzidi Djebbar
    Iyad Dayoub
    Wireless Personal Communications, 2015, 81 : 473 - 487
  • [50] Adaptive Joint Semi-blind Estimation of CFO and Channel for OFDM Systems
    Besseghier, Mokhtar
    Djebbar, Ahmed Bouzidi
    Dayoub, Iyad
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 81 (02) : 473 - 487