Numerical solution of partial differential equations
Numerical solution of partial differential equations
SIAM Journal on Scientific Computing
Edge Direction Preserving Image Zooming: A Mathematical and Numerical Analysis
SIAM Journal on Numerical Analysis
Anisotropic diffusion of multivalued images with applications to color filtering
IEEE Transactions on Image Processing
Color TV: total variation methods for restoration of vector-valued images
IEEE Transactions on Image Processing
A general framework for low level vision
IEEE Transactions on Image Processing
Total variation blind deconvolution
IEEE Transactions on Image Processing
High-quality image resizing using oblique projection operators
IEEE Transactions on Image Processing
Regularity-preserving image interpolation
IEEE Transactions on Image Processing
New edge-directed interpolation
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
PDE-based image restoration: a hybrid model and color image denoising
IEEE Transactions on Image Processing
Edge-forming methods for color image zooming
IEEE Transactions on Image Processing
Subpixel edge localization and the interpolation of still images
IEEE Transactions on Image Processing
Edge-driven Image Interpolation using Adaptive Anisotropic Radial Basis Functions
Journal of Mathematical Imaging and Vision
Explicit nonflat time evolution for PDE-Based image restoration
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A Variational Approach for Sharpening High Dimensional Images
SIAM Journal on Imaging Sciences
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The article is concerned with edge-forming methods to be applied as a post-process for image zooming. Image zooming via standard interpolation methods often produces the so-called checkerboard effect, in particular, when the magnification factor is large. In order to remove the artifact and to form reliable edges, a nonlinear semi-discrete model and its numerical algorithm are suggested along with anisotropic edge-forming numerical schemes. The algorithm is analyzed for stability and choices of parameters. For image zooming by integer factors, a few iterations of the algorithm can form clear and sharp edges for gray-scale images. Various examples are presented to show effectiveness and efficiency of the newly-suggested edge-forming strategy.