Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET

Ziming Zeng; Jue Wang; Tony Shepherd; Reyer Zwiggelaar

doi:10.1109/ICIP.2012.6467280

Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET

Ziming Zeng, Jue Wang, Tony Shepherd, Reyer Zwiggelaar

Adran Cyfrifiadureg

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

7 Dyfyniadau (Scopus)

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This paper presents a combination of existing advanced methods to solve the partial volume segmentation problem. It uses region-based active surface modelling in a hierarchical scheme to eliminate segmentation errors, followed by an alpha matting step to further refine the segmentation. This method can have an interest in several applications in medical imaging. We have validated our method on real PET images of head-and-neck cancer patients as well as custom designed phantom PET images. Experiments show that our method can generate more accurate segmentation than existing approaches.

Iaith wreiddiol	Saesneg
Teitl	2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings
Cyhoeddwr	IEEE Press
Tudalennau	1997-2000
Nifer y tudalennau	4
ISBN (Electronig)	978-1-4673-2533-2
ISBN (Argraffiad)	9781467325332
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1109/ICIP.2012.6467280
Statws	Cyhoeddwyd - 30 Medi 2012
Digwyddiad	19th IEEE International Conference on Image Processing - Orlando, Unol Daleithiau America Hyd: 30 Medi 2012 → 03 Hyd 2012

Cyfres gyhoeddiadau

Enw	Proceedings - International Conference on Image Processing, ICIP
ISSN (Argraffiad)	1522-4880

Cynhadledd

Cynhadledd	19th IEEE International Conference on Image Processing
Gwlad/Tiriogaeth	Unol Daleithiau America
Dinas	Orlando
Cyfnod	30 Medi 2012 → 03 Hyd 2012

NDC y CU

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10.1109/ICIP.2012.6467280

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Dolen i’r cyhoeddiad yn Scopus

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Zeng, Z., Wang, J., Shepherd, T., & Zwiggelaar, R. (2012). Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET. Yn 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings (tt. 1997-2000). erthygl 6467280 (Proceedings - International Conference on Image Processing, ICIP). IEEE Press. https://doi.org/10.1109/ICIP.2012.6467280

@inproceedings{32baf983ed204d63b77dc3177a275a1a,

title = "Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET",

abstract = "This paper presents a combination of existing advanced methods to solve the partial volume segmentation problem. It uses region-based active surface modelling in a hierarchical scheme to eliminate segmentation errors, followed by an alpha matting step to further refine the segmentation. This method can have an interest in several applications in medical imaging. We have validated our method on real PET images of head-and-neck cancer patients as well as custom designed phantom PET images. Experiments show that our method can generate more accurate segmentation than existing approaches.",

keywords = "PET, 3D Active Surface Modelling, Alpha Matting Modelling, Tumour Segmentation",

author = "Ziming Zeng and Jue Wang and Tony Shepherd and Reyer Zwiggelaar",

year = "2012",

month = sep,

day = "30",

doi = "10.1109/ICIP.2012.6467280",

language = "English",

isbn = "9781467325332",

series = "Proceedings - International Conference on Image Processing, ICIP",

publisher = "IEEE Press",

pages = "1997--2000",

booktitle = "2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings",

address = "United States of America",

note = "19th IEEE International Conference on Image Processing ; Conference date: 30-09-2012 Through 03-10-2012",

}

Zeng, Z, Wang, J, Shepherd, T & Zwiggelaar, R 2012, Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET. yn 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings., 6467280, Proceedings - International Conference on Image Processing, ICIP, IEEE Press, tt. 1997-2000, 19th IEEE International Conference on Image Processing, Orlando, Fflorida, Unol Daleithiau America, 30 Medi 2012. https://doi.org/10.1109/ICIP.2012.6467280

Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET. / Zeng, Ziming; Wang, Jue; Shepherd, Tony et al.
2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. IEEE Press, 2012. t. 1997-2000 6467280 (Proceedings - International Conference on Image Processing, ICIP).

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (Nid-Cyfnodolyn fathau)

TY - GEN

T1 - Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET

AU - Zeng, Ziming

AU - Wang, Jue

AU - Shepherd, Tony

AU - Zwiggelaar, Reyer

PY - 2012/9/30

Y1 - 2012/9/30

N2 - This paper presents a combination of existing advanced methods to solve the partial volume segmentation problem. It uses region-based active surface modelling in a hierarchical scheme to eliminate segmentation errors, followed by an alpha matting step to further refine the segmentation. This method can have an interest in several applications in medical imaging. We have validated our method on real PET images of head-and-neck cancer patients as well as custom designed phantom PET images. Experiments show that our method can generate more accurate segmentation than existing approaches.

AB - This paper presents a combination of existing advanced methods to solve the partial volume segmentation problem. It uses region-based active surface modelling in a hierarchical scheme to eliminate segmentation errors, followed by an alpha matting step to further refine the segmentation. This method can have an interest in several applications in medical imaging. We have validated our method on real PET images of head-and-neck cancer patients as well as custom designed phantom PET images. Experiments show that our method can generate more accurate segmentation than existing approaches.

KW - PET

KW - 3D Active Surface Modelling

KW - Alpha Matting Modelling

KW - Tumour Segmentation

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U2 - 10.1109/ICIP.2012.6467280

DO - 10.1109/ICIP.2012.6467280

M3 - Conference Proceeding (Non-Journal item)

SN - 9781467325332

T3 - Proceedings - International Conference on Image Processing, ICIP

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EP - 2000

BT - 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings

PB - IEEE Press

T2 - 19th IEEE International Conference on Image Processing

Y2 - 30 September 2012 through 3 October 2012

ER -

Region-based active surface modelling and alpha matting for unsupervised tumour segmentation in PET

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NDC y CU

Mynediad at Ddogfen

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