Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

Adria Perez-Rovira; Emanuele Trucco; Peter Wilson; Jiang Liu

doi:10.1109/IEMBS.2010.5627094

Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

Adria Perez-Rovira, Emanuele Trucco, Peter Wilson, Jiang Liu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Citations (Scopus)

Abstract

State-of-the-art deformable registration algorithms do not perform as well with FA sequences because they are designed to deal with changes of content appearance (e. g., due to different sensors imaging the same organs) but not with content changes, which occur throughout a FA sequence as different portions or the vascular structure are visible (perfused) in different frames. This paper presents a frame-to-frame registration algorithm for ultra-wide-field-of-view (UWFV) fluorescein angiograms (FA) of the retina, based on deformable alignment of the retinal vasculature structure. Comparative experiments on an initial set of UWFV FAs indicate that, thanks to its specialization, our technique outperforms one of the best state-of-the-art methods for multimodal image registration when dealing with the demanding characteristics of the UWFV FA sequences.

Original language	English
Title of host publication	Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Place of Publication	New York
Publisher	IEEE Computer Society
Pages	4383-4386
Number of pages	4
ISBN (Print)	9781424441235
DOIs	https://doi.org/10.1109/IEMBS.2010.5627094
Publication status	Published - 2010
Event	32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Buenos Aires Sheraton Hotel, Buenos Aries, Argentina Duration: 31 Aug 2010 → 4 Sept 2010 http://embc2010.embs.org/

Conference

Conference	32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Abbreviated title	EMBC'10
Country/Territory	Argentina
City	Buenos Aries
Period	31/08/10 → 4/09/10
Internet address	http://embc2010.embs.org/

Keywords

BLOOD-VESSELS

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10.1109/IEMBS.2010.5627094

Cite this

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title = "Deformable registration of retinal fluorescein angiogram sequences using vasculature structures",

abstract = "State-of-the-art deformable registration algorithms do not perform as well with FA sequences because they are designed to deal with changes of content appearance (e. g., due to different sensors imaging the same organs) but not with content changes, which occur throughout a FA sequence as different portions or the vascular structure are visible (perfused) in different frames. This paper presents a frame-to-frame registration algorithm for ultra-wide-field-of-view (UWFV) fluorescein angiograms (FA) of the retina, based on deformable alignment of the retinal vasculature structure. Comparative experiments on an initial set of UWFV FAs indicate that, thanks to its specialization, our technique outperforms one of the best state-of-the-art methods for multimodal image registration when dealing with the demanding characteristics of the UWFV FA sequences.",

keywords = "BLOOD-VESSELS",

author = "Adria Perez-Rovira and Emanuele Trucco and Peter Wilson and Jiang Liu",

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booktitle = "Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE",

publisher = "IEEE Computer Society",

note = "32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society , EMBC'10 ; Conference date: 31-08-2010 Through 04-09-2010",

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Perez-Rovira, A, Trucco, E, Wilson, P & Liu, J 2010, Deformable registration of retinal fluorescein angiogram sequences using vasculature structures. in Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE . IEEE Computer Society, New York, pp. 4383-4386, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society , Buenos Aries, Argentina, 31/08/10. https://doi.org/10.1109/IEMBS.2010.5627094

Deformable registration of retinal fluorescein angiogram sequences using vasculature structures. / Perez-Rovira, Adria; Trucco, Emanuele; Wilson, Peter et al.
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE . New York: IEEE Computer Society, 2010. p. 4383-4386.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

AU - Perez-Rovira, Adria

AU - Trucco, Emanuele

AU - Wilson, Peter

AU - Liu, Jiang

PY - 2010

Y1 - 2010

N2 - State-of-the-art deformable registration algorithms do not perform as well with FA sequences because they are designed to deal with changes of content appearance (e. g., due to different sensors imaging the same organs) but not with content changes, which occur throughout a FA sequence as different portions or the vascular structure are visible (perfused) in different frames. This paper presents a frame-to-frame registration algorithm for ultra-wide-field-of-view (UWFV) fluorescein angiograms (FA) of the retina, based on deformable alignment of the retinal vasculature structure. Comparative experiments on an initial set of UWFV FAs indicate that, thanks to its specialization, our technique outperforms one of the best state-of-the-art methods for multimodal image registration when dealing with the demanding characteristics of the UWFV FA sequences.

AB - State-of-the-art deformable registration algorithms do not perform as well with FA sequences because they are designed to deal with changes of content appearance (e. g., due to different sensors imaging the same organs) but not with content changes, which occur throughout a FA sequence as different portions or the vascular structure are visible (perfused) in different frames. This paper presents a frame-to-frame registration algorithm for ultra-wide-field-of-view (UWFV) fluorescein angiograms (FA) of the retina, based on deformable alignment of the retinal vasculature structure. Comparative experiments on an initial set of UWFV FAs indicate that, thanks to its specialization, our technique outperforms one of the best state-of-the-art methods for multimodal image registration when dealing with the demanding characteristics of the UWFV FA sequences.

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M3 - Conference contribution

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SN - 9781424441235

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EP - 4386

BT - Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE

PB - IEEE Computer Society

CY - New York

T2 - 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 31 August 2010 through 4 September 2010

ER -

Deformable registration of retinal fluorescein angiogram sequences using vasculature structures

Abstract

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