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% Tools for analysis and synthesis of texture images.% Version 1.0 March 2001.%% Created: Javier Portilla and Eero Simoncelli% javier@decsai.ugr.es / eero.simoncelli@nyu.edu%% See Readme.txt file for a brief description.% See ChangeLog file for latest modifications. % Type "help <command-name>" for documentation on individual commands.% -----------------------------------------------------------------% Demonstrations: % example1 - synthesis of "random text"% example2 - synthesis mixing real and synthetic data%% Primary entry points:% textureAnalysis - Extract a set of parameters for a texture image% textureSynthesis - Synthesize a new texture from a set of parameters.%% Complex Steerable pyramid:% buildSCFpyr - Build a complex steerable pyramid representation of an input image.% buildSCFpyrLevs - Recursive inner loop function called by buildSCFpyr.%% Utility functions:% snr - compute signal-to-noise ratio in dB% expand - resample at higher resolution (in Fourier domain)% shrink - resample at lower resolution (in Fourier domain)% innerProd - Compute M' * M efficiently% vector - vectorize a matrix%% Functions that perform projection parameter constraint surfaces:% modacor22 - modify autocorrelation of an image% modkurt - modify kurtosis (4th moment divided by squared variance)% modskew - modify skewness (3rd moment divided by variance^1.5)% adjustCorr1s - modify cross-correlation% adjustCorr2s - modify cross-correlation, with some variables held fixed.% % Example texture images: % text.pgm (scanned by us)% nuts.pgm (from VisTex texture data base)% metal.pgm (VisTex)% reptil_skin.pgm (Brodatz)% checkerboard.pgm (artificial)% sawtooth.pgm (artificial)
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