Acta Optica Sinica, Volume. 28, Issue 11, 2097(2008)

Study on Color Image Registration Technique Based on CSIFT

Zhang Ruijuan*, Zhang Jianqi, Yang Cui, and Zhang Xiang
Author Affiliations
  • [in Chinese]
  • show less

    Image registration technique has been widely studied and used in many fields, such as computer vision, remote sensing, medical diagnosis and treatment, environmental monitoring. Presently, registration happens after the color image is transformed into gray one in most algorithms, which causes color information loss and may lead to wrong registration. For this reason, a color image registration algorithm based on color scale invariant feature transform (CSIFT) is proposed. Firstly, color invariant value is calculated at each location in color images. Secondly feature points are extracted and neighbor information around these points is described using color invariant value as input information. Thirdly the points between two images are matched using the nearest neighbor method. Finally transformation parameters between images and the registered image can be determined using matched features. Experimental results indicate that high accuracy and small errors can be achieved when parameter values are transformed in color images, and mapping relationship can also be acquired correctly in the condition of unknown transformed relationship. This method is fast in operation in most conditions.

    Tools

    Get Citation

    Copy Citation Text

    Zhang Ruijuan, Zhang Jianqi, Yang Cui, Zhang Xiang. Study on Color Image Registration Technique Based on CSIFT[J]. Acta Optica Sinica, 2008, 28(11): 2097

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image Processing

    Received: Jan. 8, 2008

    Accepted: --

    Published Online: Nov. 17, 2008

    The Author Email: Ruijuan Zhang (ruijuan_zhang1983@163.com)

    DOI:

    Topics