MULTIRESOLUTION FUSION OF PAN AND MS IMAGES BASED ON THE CURVELET TRANSFORM

被引:0
作者
Ren, ShuQin [1 ]
Cheng, Jian [1 ]
Li, Min [2 ]
机构
[1] Univ Elect Sci & Technol China, Sch Elect Engn, Chengdu 611731, Peoples R China
[2] Guilin Airforce Acad, Guilin 541003, Peoples R China
来源
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2010年
基金
中国博士后科学基金;
关键词
image fusion; Curvelet transform; IHS; Wavelet transform;
D O I
10.1109/IGARSS.2010.5652557
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Image fusion can enhance remote sensing image data information so that the fused image is more in line with the vision of the human and better to analysis and processing of the image. How to fuse the multispectral images with a high spectral and the panchromatic image with a high spatial making the fused images with a high spectral as well as a high spatial resolution is recently thought to be especially important in remote sensing image study. Image fusion based on the traditional methods are not ideal for describing the images with high dimensional singularities. In this paper, we proposed a remote sensing image fusion algorithm based on the Curvelet transform, which represents the image edges better and is anisotropy. We have experimented with both IKONOS images of Wenchuan in Sichuan province after the 5.12 earthquake and a group of resource satellite images to testify the performance of the method.
引用
收藏
页码:472 / 475
页数:4
相关论文
共 50 条
  • [41] MULTIRESOLUTION FUSION USING CONTOURLET TRANSFORM BASED EDGE LEARNING
    Upla, Kishor P.
    Gajjar, Prakash P.
    Joshi, Manjunath V.
    2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 523 - 526
  • [42] Hyperspectral data classification using image fusion based on curvelet transform
    Sun, Airong
    Tan, Yihua
    MIPPR 2007: MULTISPECTRAL IMAGE PROCESSING, 2007, 6787
  • [43] Remote Sensing Image Fusion Method Based on PCA and Curvelet Transform
    Wu, Zhiliang
    Huang, Yongdong
    Zhang, Kang
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2018, 46 (05) : 687 - 695
  • [44] Application of curvelet transform for denoising of CT images
    Lawicki, Tomasz
    Zhirnova, Oxana
    PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2015, 2015, 9662
  • [45] Denoising of Ultrasound Images using Curvelet Transform
    Devarapu, K. Venkatrayudu
    Murala, Subrahmanyam
    Kumar, Vinod
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 3, 2010, : 447 - 451
  • [46] Effects of the Curvelet Transform Over Interferometric Images
    Baena, R.
    Nunez, J.
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2010, 20 (04) : 333 - 353
  • [47] An ameliorative remote sensing image fusion method based on the second-generation Curvelet transform
    Jiang Tao
    Chen Chao
    2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3, 2009, : 267 - 271
  • [48] Curvelet based hyperspectral image fusion
    Wang Sha
    Feng Hua-jun
    Xu Zhi-hai
    Li Qi
    Chen Yue-ting
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: IMAGING SPECTROMETER TECHNOLOGIES AND APPLICATIONS, 2013, 8910
  • [49] Fusion of multimodal medical images using Daubechies complex wavelet transform - A multiresolution approach
    Singh, Rajiv
    Khare, Ashish
    INFORMATION FUSION, 2014, 19 : 49 - 60
  • [50] FUSION OF SURVEILLANCE IMAGES IN INFRARED AND VISIBLE BAND USING CURVELET, WAVELET AND WAVELET PACKET TRANSFORM
    Shah, Parul
    Merchant, S. N.
    Desai, U. B.
    INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2010, 8 (02) : 271 - 292