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An Interactive Modeling System Based on SIFT

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Emerging Research in Web Information Systems and Mining (WISM 2011)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 238))

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Abstract

Aiming at the problem of low efficiency and low photorealistic models in the current navigation simulator, a new interactive system of image-based modeling (IBM) Based on SIFT was studied. The goal of this paper is 3D reconstruction from multiple Images of the scene or the object. To overcome the shortcoming of manual matching in IBM, a new algorithm based on SIFT was provided. To improve the third dimension of 3D reconstruction, a new way of texture image extraction and fusion were adopted. Experimental results show that the image matching algorithm is fit for images even under conditions such as move, rotation, slight scale and affine transformation, and the 3D models generated by this paper are sufficiently accurate and photorealistic to meet the requirements in the virtual reality and visualization applications. Compare with the previous system of image-based modeling, it is simpler, more convenient and easier to create photorealistic models.

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Author information

Authors and Affiliations

  1. Department of Navigation, Dalian Naval Academy, 116018, Dalian, China

    Chengtao Yi & Xiaotong Wang

  2. Department of Arming System and Automation, Dalian Naval Academy, 116018, Dalian, China

    Xiaogang Xu & Bangsheng Nie

Authors
  1. Chengtao Yi
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  2. Xiaotong Wang
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  3. Xiaogang Xu
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  4. Bangsheng Nie
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Editor information

Editors and Affiliations

  1. Department of Computer and Information Science, University of Macau, Taipa, Macau, China

    Gong Zhiguo

  2. School of Computer, Shanghai University, 200444, Shanghai, China

    Xiangfeng Luo

  3. School of Computer and Software, Taiyuan University of Technology, 030024, Taiyuan, China

    Junjie Chen

  4. Caritas Institute of Higher Education, 18 Chui Ling Road, Tseung Kwan, Hong Kong SAR, China

    Fu Lee Wang

  5. School of Computer and Information Engineering, Shanghai University of Electric Power, 200090, Shanghai, China

    Jingsheng Lei

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© 2011 Springer-Verlag Berlin Heidelberg

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Yi, C., Wang, X., Xu, X., Nie, B. (2011). An Interactive Modeling System Based on SIFT. In: Zhiguo, G., Luo, X., Chen, J., Wang, F.L., Lei, J. (eds) Emerging Research in Web Information Systems and Mining. WISM 2011. Communications in Computer and Information Science, vol 238. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24273-1_2

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  • DOI: https://doi.org/10.1007/978-3-642-24273-1_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-24272-4

  • Online ISBN: 978-3-642-24273-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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