Pyramid-based texture analysis/synthesis
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Image quilting for texture synthesis and transfer
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Texture Synthesis by Non-Parametric Sampling
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Image completion with structure propagation
ACM SIGGRAPH 2005 Papers
Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's
International Journal of Computer Vision
Object Removal By Cross Isophotes Exemplar-based Inpainting
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 03
Technical Section: Gradient based image completion by solving the Poisson equation
Computers and Graphics
Scene completion using millions of photographs
ACM SIGGRAPH 2007 papers
Image inpainting by patch propagation using patch sparsity
IEEE Transactions on Image Processing
Fast query for exemplar-based image completion
IEEE Transactions on Image Processing
Filling-in by joint interpolation of vector fields and gray levels
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Simultaneous structure and texture image inpainting
IEEE Transactions on Image Processing
Region filling and object removal by exemplar-based image inpainting
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Image Completion Using Efficient Belief Propagation Via Priority Scheduling and Dynamic Pruning
IEEE Transactions on Image Processing
Image information restoration based on long-range correlation
IEEE Transactions on Circuits and Systems for Video Technology
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Film and photography archives now have an accelerated rate of degradation. Because the preservation of cultural heritage plays an important role in our society, photograph and film restoration has recently drawn a substantial amount of attention. In this paper, an approach that involves exemplar-based inpainting, aimed at determining patch priority and patch matching, is proposed. Different image regions have different levels of importance for vision perception; hence, a priority score must be assigned. Patch priority is calculated by the energy of its distributed cosine transform coefficients (DCT term) and the edge term. The edge term prioritizes the edge patches and the energy of the DCT coefficients of the patch is used as a discriminator for patches with similar edge terms. Patch inpainting is performed by assessing the similarity between the patches in such a manner that the similarity measure is consistent with human visual judgment. Therefore, a structure-based similarity measure is developed. Further, the interpolated missing pixels at the patch are also considered for applying the structure-based patch matching criteria in finding the candidate patch. Experimental results on damaged digitized photographs and natural images are presented, which demonstrate the effectiveness of the image completion framework for tasks such as scratch/text, object removal and image inpainting.