A Novel Nonlinear Algorithm for Typhoon Cloud Image Enhancement

被引:1
|
作者
Chang-Jiang Zhang 1
机构
基金
中国国家自然科学基金;
关键词
Typhoon; image enhancement; differential evolution algorithm; non-linear transform; partial differential equation;
D O I
暂无
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
A novel nonlinear gray transform method is proposed to enhance the contrast of a typhoon cloud image.Generally,the typhoon cloud image obtained by a satellite cannot be directly used to make an accurate prediction of the typhoon s center or intensity because the contrast of the received typhoon cloud image may be bad.Our aim is to extrude the typhoon s eye in the typhoon cloud image.A normalized arc-tangent transformation operation is designed to enhance global contrast of the typhoon cloud image.Differential evolution algorithm is used to choose the optimal nonlinear transform parameter.Finally,geodesic activity contour model is used to extract the typhoon’s eye to verify the performance of the proposed method.Experimental results show that the proposed method can efficiently enhance the global contrast of the typhoon cloud image while greatly extruding the typhoon’s eye.
引用
收藏
页码:161 / 169
页数:9
相关论文
共 50 条
  • [21] Segmentation for Main Body of Typhoon from Satellite Cloud Image by Genetic Algorithm in Contourlet Domain
    Zhang, Changjiang
    Lu, Xiaoqin
    Lu, Juan
    Xu, Jianping
    THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 1, PROCEEDINGS, 2008, : 352 - +
  • [22] Advancing Cloud Image Security via AES Algorithm Enhancement Techniques
    Mohammed, Zahraa A.
    Gheni, Hadeel Qasem
    Hussein, Zahraa Jabbar
    Al-Qurabat, Ali Kadhum M.
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2024, 14 (01) : 12694 - 12701
  • [23] A Nonlinear Image Enhancement Algorithm Based on Partial Differential Equations
    Han, Xizhen
    Jian, Zhao
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 1114 - 1116
  • [24] Infrared image nonlinear enhancement algorithm based on contourlet transform
    Shi, Dan
    Li, Qingwu
    Ni, Xue
    Huo, Guanying
    Guangxue Xuebao/Acta Optica Sinica, 2009, 29 (02): : 342 - 346
  • [25] Image nonlinear enhancement algorithm based on nonsubsampled contourlet transform
    Hua Z.
    Li Y.
    Li J.
    International Journal of Digital Content Technology and its Applications, 2011, 5 (07) : 43 - 51
  • [26] Novel detail preserving Retinex algorithm for image enhancement
    Ma S.-P.
    Zhang M.
    Bi D.-Y.
    Xu Y.-L.
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2010, 37 (03): : 541 - 546
  • [27] A Novel Enhancement Algorithm for Night Image by Adjusting the Background
    Zhang, Hangzhou
    Wan, Yi
    2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL. 2, 2016, : 304 - 307
  • [28] A Novel Coverage Enhancement Algorithm for Image Sensor Networks
    Huang, Haiping
    Sun, Lijuan
    Wang, Ruchuan
    Li, Jing
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2012,
  • [29] A novel algorithm of local contrast enhancement for medical image
    Yang, Hsueh-Yen
    Lee, Yu-Ching
    Fan, Yu-Cheng
    Taso, Hen-Wai
    2007 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-11, 2007, : 3951 - +
  • [30] A novel adaptive image enhancement algorithm for face detection
    Jin, LZ
    Satoh, S
    Sakauchi, M
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, 2004, : 843 - 848