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Author:

Feng, Jinchao (Feng, Jinchao.) (Scholars:冯金超) | Yang, MingJie (Yang, MingJie.) | Jia, Kebin (Jia, Kebin.) (Scholars:贾克斌)

Indexed by:

CPCI-S

Abstract:

The regularization parameter plays a critical role in recovering bioluminescent source for regularization based reconstruction methods. To date, the regularization parameter is usually selected either through the empirical choice or prior experience of the user. Therefore, it is highly desirable to develop a methodology to adaptively determine the regularization parameter. In the paper, a deterministic algorithm for the selection of a regularization parameter has been applied for the first time to bioluminescence tomography (BLT). To improve the performance of the algorithm, a warm start strategy is introduced. Numerical experiments were performed to access the effectiveness of the proposed method.

Keyword:

Bioluminescence tomography warm start automatic of regularization parameter

Author Community:

  • [ 1 ] [Feng, Jinchao]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Yang, MingJie]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Jia, Kebin]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing 100124, Peoples R China

Reprint Author's Address:

  • 冯金超

    [Feng, Jinchao]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing 100124, Peoples R China

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Source :

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)

ISSN: 1945-7928

Year: 2014

Page: 181-184

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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