3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization

Saeed Seyyedi; Isa Yildirim

doi:10.1109/EMBC.2014.6945009

3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization

Saeed Seyyedi, Isa Yildirim

Elektronik ve Hab.Müh.Bölümü

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

5 Atıf (Scopus)

Özet

This paper presents a compressed sensing based reconstruction method for 3D digital breast tomosynthesis (DBT) imaging. Algebraic reconstruction technique (ART) has been in use in DBT imaging by minimizing the isotropic total variation (TV) of the reconstructed image. The resolution in DBT differs in sagittal and axial directions which should be encountered during the TV minimization. In this study we develop a 3D anisotropic TV (ATV) minimization by considering the different resolutions in different directions. A customized 3D Shepp-logan phantom was generated to mimic a real DBT image by considering the overlapping tissue and directional resolution issues. Results of the ART, ART+3D TV and ART+3D ATV are compared using structural similarity (SSIM) diagram.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	6052-6055
Sayfa sayısı	4
ISBN (Elektronik)	9781424479290
DOI'lar	https://doi.org/10.1109/EMBC.2014.6945009
Yayın durumu	Yayınlandı - 2 Kas 2014
Etkinlik	2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 - Chicago, United States Süre: 26 Ağu 2014 → 30 Ağu 2014

Yayın serisi

Adı	2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

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???event.eventtypes.event.conference???	2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
Ülke/Bölge	United States
Şehir	Chicago
Periyot	26/08/14 → 30/08/14

Bibliyografik not

Publisher Copyright:
© 2014 IEEE.

Belgeye Erişim

10.1109/EMBC.2014.6945009

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Seyyedi, S., & Yildirim, I. (2014). 3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 (pp. 6052-6055). Makale 6945009 (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EMBC.2014.6945009

Seyyedi, Saeed ; Yildirim, Isa. / 3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 6052-6055 (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

@inproceedings{4115d14176cc494ba8c2dc8049d51cb8,

title = "3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization",

abstract = "This paper presents a compressed sensing based reconstruction method for 3D digital breast tomosynthesis (DBT) imaging. Algebraic reconstruction technique (ART) has been in use in DBT imaging by minimizing the isotropic total variation (TV) of the reconstructed image. The resolution in DBT differs in sagittal and axial directions which should be encountered during the TV minimization. In this study we develop a 3D anisotropic TV (ATV) minimization by considering the different resolutions in different directions. A customized 3D Shepp-logan phantom was generated to mimic a real DBT image by considering the overlapping tissue and directional resolution issues. Results of the ART, ART+3D TV and ART+3D ATV are compared using structural similarity (SSIM) diagram.",

author = "Saeed Seyyedi and Isa Yildirim",

note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 ; Conference date: 26-08-2014 Through 30-08-2014",

year = "2014",

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doi = "10.1109/EMBC.2014.6945009",

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series = "2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014",

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Seyyedi, S & Yildirim, I 2014, 3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization. in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014., 6945009, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 6052-6055, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Chicago, United States, 26/08/14. https://doi.org/10.1109/EMBC.2014.6945009

3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization. / Seyyedi, Saeed; Yildirim, Isa.
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 6052-6055 6945009 (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

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AU - Seyyedi, Saeed

AU - Yildirim, Isa

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N2 - This paper presents a compressed sensing based reconstruction method for 3D digital breast tomosynthesis (DBT) imaging. Algebraic reconstruction technique (ART) has been in use in DBT imaging by minimizing the isotropic total variation (TV) of the reconstructed image. The resolution in DBT differs in sagittal and axial directions which should be encountered during the TV minimization. In this study we develop a 3D anisotropic TV (ATV) minimization by considering the different resolutions in different directions. A customized 3D Shepp-logan phantom was generated to mimic a real DBT image by considering the overlapping tissue and directional resolution issues. Results of the ART, ART+3D TV and ART+3D ATV are compared using structural similarity (SSIM) diagram.

AB - This paper presents a compressed sensing based reconstruction method for 3D digital breast tomosynthesis (DBT) imaging. Algebraic reconstruction technique (ART) has been in use in DBT imaging by minimizing the isotropic total variation (TV) of the reconstructed image. The resolution in DBT differs in sagittal and axial directions which should be encountered during the TV minimization. In this study we develop a 3D anisotropic TV (ATV) minimization by considering the different resolutions in different directions. A customized 3D Shepp-logan phantom was generated to mimic a real DBT image by considering the overlapping tissue and directional resolution issues. Results of the ART, ART+3D TV and ART+3D ATV are compared using structural similarity (SSIM) diagram.

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Seyyedi S, Yildirim I. 3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization. In 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 6052-6055. 6945009. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014). doi: 10.1109/EMBC.2014.6945009

3D digital breast tomosynthesis image reconstruction using anisotropic total variation minimization

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