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Tree based Mosaicing

Our image sequence is taken by rotating and translating the camera. But the images are in order. Therefore, we calculated transformation parameters between each successive images. When we calculated all transformation parameters, then we used them in blending operation. For each image pair, we could get very good results but when we use these parameter in blending, it could cause some artifacts. We calculate the transformation parameters between any successive image then we use them to construct mosaicing. we got very good result when we blended two,three or four images into one. But if we increase the number of images, the number of artifacts also increases. Therefore, we proposed different blending approach, tree-based mosaicing. As the transformation error between two images is less, instead of calculating transformation parameters once and use them construct a mosaic, we calculate the transformation parameter between image one-two, three-four, etc. Then we use transformation parameters for image 1 and image 2 to construct a submosaic. For each image pair we get a submosaic. After construct the submosaic where n is the number of images, we use same method, we take two successive submosaic and we calculate the transformation parameters between these submosaic pairs. We continue this process until we get only one mosaic. In figure 2, illustration of tree-based and normal mosaicing is given.

  
Figure 2: Tree-based image Mosaicing



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