Multimodal Registration Procedure for the Initial Spatial Alignment of a Retinal Video Sequence to a Retinal Composite Image

Bröhan, A Martina; Tappeiner, Christoph; Rothenbühler, Simon P; Rudolph, Tobias; Amstutz, Christoph A; Kowal, Jens H (2010). Multimodal Registration Procedure for the Initial Spatial Alignment of a Retinal Video Sequence to a Retinal Composite Image. IEEE transactions on biomedical engineering, 57(8), pp. 1991-2000. New York, N.Y.: Institute of Electrical and Electronics Engineers IEEE 10.1109/TBME.2010.2048710

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Accurate placement of lesions is crucial for the effectiveness and safety of a retinal laser photocoagulation treatment. Computer assistance provides the capability for improvements to treatment accuracy and execution time. The idea is to use video frames acquired from a scanning digital ophthalmoscope (SDO) to compensate for retinal motion during laser treatment. This paper presents a method for the multimodal registration of the initial frame from an SDO retinal video sequence to a retinal composite image, which may contain a treatment plan. The retinal registration procedure comprises the following steps: 1) detection of vessel centerline points and identification of the optic disc; 2) prealignment of the video frame and the composite image based on optic disc parameters; and 3) iterative matching of the detected vessel centerline points in expanding matching regions. This registration algorithm was designed for the initialization of a real-time registration procedure that registers the subsequent video frames to the composite image. The algorithm demonstrated its capability to register various pairs of SDO video frames and composite images acquired from patients.

Item Type:

Journal Article (Original Article)

Division/Institute:

04 Faculty of Medicine > Department of Head Organs and Neurology (DKNS) > Clinic of Ophthalmology

UniBE Contributor:

Bröhan, Anna Martina; Tappeiner, Christoph; Rothenbühler, Simon Paul; Rudolph, Tobias; Amstutz, Christoph Andreas and Kowal, Horst Jens

Subjects:

600 Technology > 610 Medicine & health

ISSN:

0018-9294

Publisher:

Institute of Electrical and Electronics Engineers IEEE

Language:

English

Submitter:

Christoph Tappeiner

Date Deposited:

04 Oct 2013 14:08

Last Modified:

13 Dec 2014 16:59

Publisher DOI:

10.1109/TBME.2010.2048710

PubMed ID:

20460204

Web of Science ID:

000282000900019

BORIS DOI:

10.7892/boris.301

URI:

https://boris.unibe.ch/id/eprint/301 (FactScience: 197476)

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