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
Link To Document :
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