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Image Reconstruction from Projection under Periodicity Constraints Using Genetic Algorithm

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Contemporary Computing (IC3 2010)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 94))

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Abstract

In this paper we study the problem of image reconstruction from a small number of projections. This type of problem arises in material science during developing the program for the reconstruction of crystalline structure from their projection image, obtained by high-resolution transmission electron microscopy. The problem has large number of solutions due to few projections. To reduce the number of solutions we can use some priori information about the object. This priori information is called constraints. One of these constraints is periodicity constraint. We use genetic algorithm to optimize the solution, which is an evolutionary technique to solve the problem.

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Author information

Authors and Affiliations

  1. Department of Mathematics, Indian Institute of Technology, Roorkee, Uttrakhand, India

    Narender Kumar & Tanuja Srivastava

Authors
  1. Narender Kumar
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  2. Tanuja Srivastava
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Editor information

Editors and Affiliations

  1. Dept. of Computer Sciences, University of Florida, 32611, Gainesville, FL, USA

    Sanjay Ranka

  2. University of Florida, Gainesville, Fl, USA

    Arunava Banerjee

  3. Department of Computer Science and Engineering, Indian Institute of Technology, 110016, New Delhi, INDIA

    Kanad Kishore Biswas

  4. Computer Science, College of Engineering and Science, Louisiana Tech University, LA 71272, Ruston, USA

    Sumeet Dua

  5. University of Florida, Gainesville, FL, USA

    Prabhat Mishra

  6. Department of Computer Science & Engineering, Indian Institute of Technology, 208016, Kanpur, India

    Rajat Moona

  7. National Tsing Hua University, Hsin-Chu, Taiwan, R.O.C.

    Sheung-Hung Poon

  8. Department of Computer Science, The University of Hong Kong, Pokfulam Road, Hong Kong

    Cho-Li Wang

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© 2010 Springer-Verlag Berlin Heidelberg

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Kumar, N., Srivastava, T. (2010). Image Reconstruction from Projection under Periodicity Constraints Using Genetic Algorithm. In: Ranka, S., et al. Contemporary Computing. IC3 2010. Communications in Computer and Information Science, vol 94. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14834-7_8

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  • DOI: https://doi.org/10.1007/978-3-642-14834-7_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14833-0

  • Online ISBN: 978-3-642-14834-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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