کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
529789 869708 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
MR image enhancement using an extended neighborhood filter
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
MR image enhancement using an extended neighborhood filter
چکیده انگلیسی


• Enhanced intensity is the weighted sum of extended neighbor intensities.
• Filter threshold and lattice size are optimized using Contrast Ratio, PSNR, and SSIM.
• Results are compared to those using Anisotropic Diffusion Filter, Wavelet Filter, and Local Histogram Equalization.
• Maximum contrast stretching for unconnected narrow foreground regions with better structural preservation.

A filtering scheme is proposed for contrast enhancement within a Region-Of-Interest (ROI) containing unconnected foreground regions of narrow spatial extent such as multiple sclerosis, or ischemic lesions in Magnetic Resonance (MR) images. This involves determination of localized multiplicative weights in the spatial domain using an extended set of neighborhood directions. The degree of enhancement is shown to depend on the number of such directions, as determined from the size of a rectangular lattice, together with a threshold value used for computing the multiplicative weights. Best performance in respect of visual quality is achieved by choosing a threshold corresponding to the maximum Contrast Ratio, and lattice size corresponding to the maximum Peak Signal-to-Noise Ratio within the ROI. It is shown that the proposed filter overrides Localized Histogram based Equalization (LHE) based techniques in terms of computational complexity, preservation of structural similarity and attaining the maximum extent of contrast stretching.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 25, Issue 7, October 2014, Pages 1604–1615
نویسندگان
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