Abstract
The development of image sharpening algorithms is currently one of the most important problems in image processing. This paper presents a parallel implementation of a pixel grid warping algorithm for image sharpening. To sharpen image edges, the proposed algorithm moves pixels in the edge neighborhood towards edge centers rather than changing pixel values directly. This approach does not increase noise and does not cause ringing artifacts.
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References
Campisi, P. and Egiazarian, K., Blind Image Deconvolution: Theory and Applications, CRC, 2016.
Almeida, M. and Figueiredo, M., Parameter estimation for blind and non-blind deblurring using residual whiteness measures, IEEE Trans. Image Process., 2013, vol. 22, pp. 2751–2763.
Oliveira, J., Bioucas-Dia, J.M., and Figueiredo, M., Adaptive total variation image deblurring: A majorization- minimization approach, Signal Process., 2009, vol. 89, pp. 1683–1693.
Babacan, S.D., Molina, R., and Katsaggelos, A.K., Variational Bayesian blind deconvolution using a total variation prior, IEEE Trans. Image Process., 2009, vol. 18, pp. 12–26.
Nasonova, A. and Krylov, A., Deblurred images postprocessing by Poisson warping, IEEE Signal Process. Lett., 2015, vol. 22, no. 4, pp. 417–420.
Arad, N. and Gotsman, C., Enhancement by imagedependent warping, IEEE Trans. Image Process., 1999, vol. 8, pp. 1063–1074.
Prades-Nebot, J., Mateu-Villarroya, P., and Pons, J., Image enhancement using warping technique, Electron. Lett., 2003, vol. 39, no. 1, pp. 32–33.
Krylov, A.S. and Nasonov, A.V., 3D image sharpening by grid warping, Lect. Notes Comput. Sci., 2015, vol. 9242, pp. 441–450.
Nasonova, A.A. and Krylov, A.S., Determination of image edge width by unsharp masking, Comput. Math. Model., 2014, vol. 25, no. 1, pp. 72–78.
Canny, J., A Computational approach to edge detection, IEEE Trans. Pattern Anal. Mach. Intell., 1986, vol. 8, no. 6, pp. 679–698.
Fabbri, R., Costa, L., Torelli, J.C., and Bruno, O.M., 2D Euclidean distance transform algorithms: A comparative survey, ACM Comput. Surv., 2008, vol. 40, no. 1, pp. 1–44.
Cao, T.T., Tang, K., Mohamed, A., and Tan, T.S., Parallel banding algorithm to compute exact distance transform with the GPU, Proc. ACM SIGGRAPH Symp. on Interactive 3D Graphics and Games, New York, 2010, pp. 83–90.
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Original Russian Text © A.D. Gusev, A.V. Nasonov, A.S. Krylov, 2017, published in Programmirovanie, 2017, Vol. 43, No. 4.
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Gusev, A.D., Nasonov, A.V. & Krylov, A.S. Fast parallel grid warping-based image sharpening method. Program Comput Soft 43, 230–233 (2017). https://doi.org/10.1134/S036176881704003X
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DOI: https://doi.org/10.1134/S036176881704003X