Optical tomography with modified radial basis function networks

T. Takagi, K. Okamoto

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

We propose a new tomography reconstruction algorithm that uses modified radial basic function (RBF) networks. To reconstruct the density distribution, conventional tomography techniques need many equal-angle projection data. However in various cases, few data can be taken. To make up a lack of the information of the object in the reconstruction, we propose the modified RBF networks that are constructed by membership functions. Turning the membership function, the object can be reconstructed. The proposed algorithms have a simple structure and require a few projection data. The RBF networks-based tomography shows stable image reconstruction for limited projection data.

Original languageEnglish
Title of host publicationProceedings of the 1999 3rd ASME/JSME Joint Fluids Engineering Conference, FEDSM'99, San Francisco, California, USA, 18-23 July 1999 (CD-ROM)
PublisherAmerican Society of Mechanical Engineers
Pages1
Number of pages1
ISBN (Print)0791819612
Publication statusPublished - 1999

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)
  • Engineering(all)
  • Environmental Science(all)

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    Takagi, T., & Okamoto, K. (1999). Optical tomography with modified radial basis function networks. In Proceedings of the 1999 3rd ASME/JSME Joint Fluids Engineering Conference, FEDSM'99, San Francisco, California, USA, 18-23 July 1999 (CD-ROM) (pp. 1). American Society of Mechanical Engineers.