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Texture synthesis information


Texture synthesis is the process of algorithmically constructing a large digital image from a small digital sample image by taking advantage of its structural content. It is an object of research in computer graphics and is used in many fields, amongst others digital image editing, 3D computer graphics and post-production of films.

Texture synthesis can be used to fill in holes in images (as in inpainting), create large non-repetitive background images and expand small pictures.[1]

  1. ^ "SIGGRAPH 2007 course on Example-based Texture Synthesis"

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Texture synthesis

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Texture synthesis is the process of algorithmically constructing a large digital image from a small digital sample image by taking advantage of its structural...

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Procedural texture

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generate textures. Perlin noise Pixel shader Procedural generation Self-organization Simplex noise Texture artist Texture synthesis Texture Analysis and...

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Texture mapping

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Texture mapping is a method for mapping a texture on a computer-generated graphic. Texture here can be high frequency detail, surface texture, or color...

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Inpainting

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Marcelo (2011) "Combining Texture Synthesis and Diffusion for Image Inpainting." Hal Archives. Combining Texture Synthesis and Diffusion for Image Inpainting...

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Granular synthesis

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processing Micromontage audio montage on the time scale of microsounds Texture synthesis, analogous process for images Xenakis, Iannis (1971) Formalized Music:...

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Perlin noise

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a patent for the use of 3D+ implementations of simplex noise for texture synthesis. Simplex noise has the same purpose, but uses a simpler space-filling...

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Markov random field

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and texture synthesis, image compression and restoration, image segmentation, 3D image inference from 2D images, image registration, texture synthesis, super-resolution...

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DeepDream

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(artificial intelligence) Neural style transfer Procedural textures Psychedelic art Texture synthesis Mordvintsev, Alexander; Olah, Christopher; Tyka, Mike...

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Clone tool

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automated method of object removal uses texture synthesis to fill in gaps. Of these, patch-based texture synthesis or "image quilting" is essentially an...

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Model synthesis

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distinctive but functionally similar algorithms& concepts; Texture Synthesis (Specifically Discrete Synthesis), Markov Chains & Quantum Mechanics. WFC was also...

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Generative adversarial network

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2016). "EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis". arXiv:1612.07919 [cs.CV]. "This Person Does Not Exist: Neither Will...

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Neural style transfer

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and image quilting. Both of these methods were based on patch-based texture synthesis algorithms. Given a training pair of images–a photo and an artwork...

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Procedural generation

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procedural content includes textures and meshes. Sound is often also procedurally generated, and has applications in both speech synthesis as well as music. It...

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Multifractal system

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turbulence in fluid dynamics to internet traffic, finance, image modeling, texture synthesis, meteorology, geophysics and more.[citation needed] The origin of...

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Scott Draves

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distributed computing project Electric Sheep. He also invented patch-based texture synthesis and published the first implementation of this class of algorithms...

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Greg Turk

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work on simplification of surfaces, and on reaction–diffusion-based texture synthesis. In 2008, Turk was the technical papers chair of SIGGRAPH 2008. In...

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Seam carving

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mentioned above (combined with cropping and scaling). Inpainting Texture synthesis Avidan, Shai; Shamir, Ariel (July 2007). "Seam carving for content-aware...

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Microsoft Flight Simulator X

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installation issues Performance enhancements, including multithreading of texture synthesis and autogen to provide modest performance improvements on multi-core...

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Xanthan gum

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solid particles, such as spices. Xanthan gum helps create the desired texture in many ice creams. Toothpaste often contains xanthan gum as a binder to...

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Multidimensional empirical mode decomposition

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time-consuming for the process. Depended on using nonparametric sampling based texture synthesis, the BPBEMD could obtain better result after decomposing and extracting...

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Line integral convolution

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interactivity is no longer present. LIC takes texture as an input and gives texture ( output). So it is texture synthesis. LIC technique was proposed by Brian...

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Sparse dictionary learning

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to various image, video and audio processing tasks as well as to texture synthesis and unsupervised clustering. In evaluations with the Bag-of-Words...

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Image analogy

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"embossing." Texture synthesis from an example texture. Super-resolution, inferring a high-resolution image from a low-resolution source. Texture transfer...

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Computer audition

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similar sub-sequences of sonic events is important for tasks such as texture synthesis and machine improvisation. Since one of the basic characteristics...

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