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As we have mentioned above, it can help to alternate between reconstruction of the image and estimation of the camera positions at the same scale more than once before moving on to the next finer scale.
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We are currently working on that, given the applicability of such an approach to a wider range of images and estimation problems.bIf the neighborhood size is chosen appropriately, it is a safe assumption that p(x) goes to zero at the neighborhood boundaries (μ p is the offset to this "ground level").
Virtual image generation and estimation of a spatial relation via stereo calibration .
The analysis of the images and estimations of root mean square (rms) roughness were performed using the NT-MDT software.
The PPB weights estimator (PPBWE) uses the noisy image and the estimation values from the previous iteration in order to estimate the weight.
The obtained results lie in accordance with some contemporary methods of blocking estimation in JPEG images and blur estimation in JPEG2000 images.
Image restoration problems are of particular interest to image processing researchers, not only for their practical value, but also because they provide an excellent test bed for image modeling, representation and estimation theories.
The dual transducer system is well suited to imaging anatomy such as the breast and may be used for spatial compounding for improving B-mode images and motion estimation compounding for improving elastography results.
After a number of iterations, typically one hundred, the error (7) converges to a small value: the model overlaps the object in the image, and produces an estimation of its shape and texture.
The photographic Web site of NASA and its Jet Propulsion Laboratory, http://photojournal.jpl.nasa.gov /targetFamily/Mars, shows pictures from half a dozen cameras: the panoramic camera, the navigation camera, the microscopic imager, the descent image motion estimation system and the hazard identification cameras (front and rear).
In order to implement the proposed method, we use alternating direction method of multipliers (ADMM) for simultaneous Bayesian nonparametric dictionary learning and image estimation.
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