• DocumentCode
    1680028
  • Title

    Variational calculus approach to multiresolution image mosaic

  • Author

    Su, Ming-Shing ; Hwang, Wen-Liang ; Cheng, Kuo-Young

  • Author_Institution
    Inst. of Inf. Sci., Acad. Sinica, Taipei, Taiwan
  • Volume
    2
  • fYear
    2001
  • Firstpage
    245
  • Abstract
    Image mosaic combines two or more images. It has found many applications in computer vision, image processing, and computer graphics. A common goal of the problem is to join two or more images such that there is an invisible boundary around the seam line and the mosaic image is as little distorted from the original images as possible. We propose a new image mosaic method by wavelet multiresolution analysis and variational calculus. We first project the images into wavelet spaces. The projected images at each wavelet space are then blended. Variational calculus techniques are applied to balance the quality between the smoothness around the seam line and the fidelity of the combined image relative to the original images in image blending. A mosaic image is finally obtained by summing the blended images at the wavelet spaces. Experimental results based on our method are demonstrated
  • Keywords
    computer graphics; computer vision; image reconstruction; image resolution; image segmentation; variational techniques; wavelet transforms; computer graphics; computer vision; image blending; image decomposition; image processing; image reconstruction; image resolution; multiresolution image mosaic; variational calculus; wavelet multiresolution analysis; Buildings; Calculus; Computer graphics; Discrete wavelet transforms; Image processing; Image resolution; Information science; Laplace equations; Multiresolution analysis; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2001. Proceedings. 2001 International Conference on
  • Conference_Location
    Thessaloniki
  • Print_ISBN
    0-7803-6725-1
  • Type

    conf

  • DOI
    10.1109/ICIP.2001.958470
  • Filename
    958470