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Intelligent Mosaics Algorithm of Overlapping Images

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Advances in Natural Computation (ICNC 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3612))

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Abstract

Panoramic Video which uses 360 degree panoramic image is a new approach for composing virtual environment. The panoramic images can be created by “stitching” together overlapping images taken with an ordinary camera. So image mosaics are very important in creating panorama. In this paper, we proposed an intelligent mosaics algorithm. We first use particle swarm optimization (PSO) to find a certain area which contains sufficient objective characters, then we use pattern matching method to search the matching patch in another image and adjust image; at last, the mosaic image is created by a multi-resolution method. Experimental results testy that this algorithm is able to seamlessly stitch two overlapping images automatically.

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References

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© 2005 Springer-Verlag Berlin Heidelberg

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Zhang, Y., Li, W., Meng, Y., Chen, H., Wang, T. (2005). Intelligent Mosaics Algorithm of Overlapping Images. In: Wang, L., Chen, K., Ong, Y.S. (eds) Advances in Natural Computation. ICNC 2005. Lecture Notes in Computer Science, vol 3612. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11539902_116

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  • DOI: https://doi.org/10.1007/11539902_116

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28320-1

  • Online ISBN: 978-3-540-31863-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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