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The effects of the dominant sources of error such as bone symmetries, distance map resolution and image spacing, were investigated.
Results show that the proposed technique is able to consistently and correctly localize the vehicle over a range of reference image densities, and to consistently outperform a particle filter-enhanced version of an existing state-of-the-art SeqSLAM system, which fails when image spacing exceeds 30 m.
Static images of the pelvic floor are acquired in the axial plane using T2-weighted turbo spin-echo (TSE) sequences on a 3-T (TRIO; Siemens Medical Solutions, Erlangen, Germany) MR imaging unit (repetition time [ms]/echo time [ms] (TR/TE), 2,000/90; field of view (FOV), 200 × 200 mm; slice thickness 3 mm, no image spacing; 320 × 320 matrix; flip angle 150°).
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The output of the imaging device is assumed to belong to a nonlinear image space (IS).
"Twenty percent of Web real estate is image space, and it's not really monetized well at all," he said.
The images in the distorted image space are mapped onto the corrected image space by using a polynomial mapping model.
A mathematical model of polynomial mapping is used to map the images from distorted image space onto the warped image space.
Usually, the image space is always of high dimensionality.
d Final segment endpoint positions in the image space.
Spectral transformations alter the spectral space and spatial transformations alter the image space.
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