Giter VIP home page Giter VIP logo

texturesynthesizer's Introduction

Texture Synthesizer

A pixel based texture synthesis algorithm, based off of psuedocode from Efros and Leung's 1999 paper. Given an input texture, will used Efros/Leung's patch based algorithm to synthesize a larger texture. For higher quality images, use a higher window size (I recommend at least 7). Images can grow as large as you want. (As long as you're patient enough to wait for it to render ;) )

USAGE (Octave/matlab) -

This was tested in Octave, however, instructions should be similar if not identical for matlab.

  • Load required packages - pkg load image
  • Source file - source growimage.m
  • Call growimage - growimage("sampleTextures/fire.JPG",5,20)
  • For more information on parameters/individual functions, see function documentation.

Output filename is in format synthesized_<FILENAME>_winsize_<WINSIZE>_<OUTPUTSIZE>x<OUTPUTSIZE>. Currently input image must be in jpg format. I've included a couple 20x20 output images with varying window sizes an example in the synthesizedTextures directory.

Demo

alt tag ----> alt tag

alt tag ----> alt tag

References:

texturesynthesizer's People

Stargazers

Hyana Kang avatar Weiyanli Chen(York) avatar

Watchers

James Cloos avatar Alex Kohler avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.