2002
DOI: 10.1109/34.990145
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A feature-based technique for joint, linear estimation of high-order image-to-mosaic transformations: mosaicing the curved human retina

Abstract: ÐAn algorithm for constructing image mosaics from multiple, uncalibrated, weak-perspective views of the human retina is presented and analyzed. It builds on a previously described algorithm for registering pairs of retinal images using a noninvertible, 12-parameter, quadratic image transformation model and a hierarchical, robust estimation technique. The major innovation presented here is a linear, feature-based, noniterative method for jointly estimating consistent transformations of all images onto the mosai… Show more

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Cited by 101 publications
(60 citation statements)
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References 26 publications
(34 reference statements)
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“…Global alignment usually requires the minimisation of an error term, which is defined from image correspondences. Global alignment methods can be classified according to the domain where the error term is defined, which is commonly either in the image frame [105,23,77,38] or in the mosaic frame [28,58,98,89,43,22].…”
Section: Review Of Global Alignment Methodsmentioning
confidence: 99%
“…Global alignment usually requires the minimisation of an error term, which is defined from image correspondences. Global alignment methods can be classified according to the domain where the error term is defined, which is commonly either in the image frame [105,23,77,38] or in the mosaic frame [28,58,98,89,43,22].…”
Section: Review Of Global Alignment Methodsmentioning
confidence: 99%
“…In immediately relevant work, Stewart et al [8][9][10] have developed extremely reliable methods for registering retinal fundus images and angiograms. In extensive longitudinal studies, they report sub-pixel registration accuracies, and successful automated registration in more than 99% of cases.…”
Section: Intraoperative Visualization Of Anatomical Targets In Retinamentioning
confidence: 99%
“…This technique has been implemented in medicine such as retinal image [1]. There are also a few initial researches done in the field of minimally invasive surgery, such as Minimally Invasive Surgery (MIS) is the current trend in surgery.…”
Section: Introductionmentioning
confidence: 99%
“…To this date, a real-time panoramic endoscope has not yet been published. Unlike the currently medical image mosaicing technique [1], the image-based panoramic expansion shown in Fig. 1 is the mapping of the internals with images captured from the path of the endoscope.…”
Section: Introductionmentioning
confidence: 99%