% [PYR, INDICES, STEERMTX, HARMONICS] = buildSpyr(IM, HEIGHT, FILTFILE, EDGES) % % Construct a steerable pyramid on matrix IM. Convolutions are % done with spatial filters. % % HEIGHT (optional) specifies the number of pyramid levels to build. Default % is maxPyrHt(size(IM),size(FILT)). % You can also specify 'auto' to use this value. % % FILTFILE (optional) should be a string referring to an m-file that % returns the rfilters. (examples: 'sp0Filters', 'sp1Filters', % 'sp3Filters','sp5Filters'. default = 'sp1Filters'). EDGES specifies % edge-handling, and defaults to 'reflect1' (see corrDn). % % PYR is a vector containing the N pyramid subbands, ordered from fine % to coarse. INDICES is an Nx2 matrix containing the sizes of % each subband. This is compatible with the MatLab Wavelet toolbox. % See the function STEER for a description of STEERMTX and HARMONICS. % Eero Simoncelli, 6/96. % See http://www.cis.upenn.edu/~eero/steerpyr.html for more % information about the Steerable Pyramid image decomposition. function [pyr,pind,steermtx,harmonics] = buildSpyr(im, ht, filtfile, edges) %----------------------------------------------------------------- %% DEFAULTS: if (exist('filtfile') ~= 1) filtfile = 'sp1Filters'; end if (exist('edges') ~= 1) edges= 'reflect1'; end if (isstr(filtfile) & (exist(filtfile) == 2)) [lo0filt,hi0filt,lofilt,bfilts,steermtx,harmonics] = eval(filtfile); else fprintf(1,'\nUse buildSFpyr for pyramids with arbitrary numbers of orientation bands.\n'); error('FILTFILE argument must be the name of an M-file containing SPYR filters.'); end max_ht = maxPyrHt(size(im), size(lofilt,1)); if ( (exist('ht') ~= 1) | (ht == 'auto') ) ht = max_ht; else if (ht > max_ht) error(sprintf('Cannot build pyramid higher than %d levels.',max_ht)); end end %----------------------------------------------------------------- hi0 = corrDn(im, hi0filt, edges); lo0 = corrDn(im, lo0filt, edges); [pyr,pind] = buildSpyrLevs(lo0, ht, lofilt, bfilts, edges); pyr = [hi0(:) ; pyr]; pind = [size(hi0); pind];