/******************************************************************************* License: This software was developed at the National Institute of Standards and Technology (NIST) by employees of the Federal Government in the course of their official duties. Pursuant to title 17 Section 105 of the United States Code, this software is not subject to copyright protection and is in the public domain. NIST assumes no responsibility whatsoever for its use by other parties, and makes no guarantees, expressed or implied, about its quality, reliability, or any other characteristic. Disclaimer: This software was developed to promote biometric standards and biometric technology testing for the Federal Government in accordance with the USA PATRIOT Act and the Enhanced Border Security and Visa Entry Reform Act. Specific hardware and software products identified in this software were used in order to perform the software development. In no case does such identification imply recommendation or endorsement by the National Institute of Standards and Technology, nor does it imply that the products and equipment identified are necessarily the best available for the purpose. *******************************************************************************/ /*********************************************************************** LIBRARY: LFS - NIST Latent Fingerprint System FILE: BINAR.C AUTHOR: Michael D. Garris DATE: 03/16/1999 UPDATED: 10/04/1999 Version 2 by MDG UPDATED: 03/16/2005 by MDG Contains routines responsible for binarizing a grayscale image based on an arbitrarily-sized image and its precomputed direcitonal ridge flow (IMAP) as part of the NIST Latent Fingerprint System (LFS). *********************************************************************** ROUTINES: binarize_V2() binarize_image_V2() dirbinarize() ***********************************************************************/ #include #include #include /************************************************************************* ************************************************************************** #cat: binarize_V2 - Takes a padded grayscale input image and its associated #cat: Direction Map and produces a binarized version of the #cat: image. It then fills horizontal and vertical "holes" in #cat: the binary image results. Note that the input image must #cat: be padded sufficiently to contain in memory rotated #cat: directional binarization grids applied to pixels along the #cat: perimeter of the input image. Input: pdata - padded input grayscale image pw - padded width (in pixels) of input image ph - padded height (in pixels) of input image direction_map - 2-D vector of discrete ridge flow directions mw - width (in blocks) of the map mh - height (in blocks) of the map dirbingrids - set of rotated grid offsets used for directional binarization lfsparms - parameters and thresholds for controlling LFS Output: odata - points to created (unpadded) binary image ow - width of binary image oh - height of binary image Return Code: Zero - successful completion Negative - system error **************************************************************************/ int binarize_V2(unsigned char **odata, int *ow, int *oh, unsigned char *pdata, const int pw, const int ph, int *direction_map, const int mw, const int mh, const ROTGRIDS *dirbingrids, const LFSPARMS *lfsparms) { unsigned char *bdata; int i, bw, bh, ret; /* return code */ /* 1. Binarize the padded input image using directional block info. */ if((ret = binarize_image_V2(&bdata, &bw, &bh, pdata, pw, ph, direction_map, mw, mh, lfsparms->blocksize, dirbingrids))){ return(ret); } /* 2. Fill black and white holes in binary image. */ /* LFS scans the binary image, filling holes, 3 times. */ for(i = 0; i < lfsparms->num_fill_holes; i++) fill_holes(bdata, bw, bh); /* Return binarized input image. */ *odata = bdata; *ow = bw; *oh = bh; return(0); } /************************************************************************* ************************************************************************** #cat: binarize_image_V2 - Takes a grayscale input image and its associated #cat: Direction Map and generates a binarized version of the #cat: image. Note that there is no "Isotropic" binarization #cat: used in this version. Input: pdata - padded input grayscale image pw - padded width (in pixels) of input image ph - padded height (in pixels) of input image direction_map - 2-D vector of discrete ridge flow directions mw - width (in blocks) of the map mh - height (in blocks) of the map blocksize - dimension (in pixels) of each NMAP block dirbingrids - set of rotated grid offsets used for directional binarization Output: odata - points to binary image results ow - points to binary image width oh - points to binary image height Return Code: Zero - successful completion Negative - system error **************************************************************************/ int binarize_image_V2(unsigned char **odata, int *ow, int *oh, unsigned char *pdata, const int pw, const int ph, const int *direction_map, const int mw, const int mh, const int blocksize, const ROTGRIDS *dirbingrids) { int ix, iy, bw, bh, bx, by, mapval; unsigned char *bdata, *bptr; unsigned char *pptr, *spptr; /* Compute dimensions of "unpadded" binary image results. */ bw = pw - (dirbingrids->pad<<1); bh = ph - (dirbingrids->pad<<1); bdata = (unsigned char *)malloc(bw*bh*sizeof(unsigned char)); if(bdata == (unsigned char *)NULL){ fprintf(stderr, "ERROR : binarize_image_V2 : malloc : bdata\n"); return(-600); } bptr = bdata; spptr = pdata + (dirbingrids->pad * pw) + dirbingrids->pad; for(iy = 0; iy < bh; iy++){ /* Set pixel pointer to start of next row in grid. */ pptr = spptr; for(ix = 0; ix < bw; ix++){ /* Compute which block the current pixel is in. */ bx = (int)(ix/blocksize); by = (int)(iy/blocksize); /* Get corresponding value in Direction Map. */ mapval = *(direction_map + (by*mw) + bx); /* If current block has has INVALID direction ... */ if(mapval == INVALID_DIR) /* Set binary pixel to white (255). */ *bptr = WHITE_PIXEL; /* Otherwise, if block has a valid direction ... */ else /*if(mapval >= 0)*/ /* Use directional binarization based on block's direction. */ *bptr = dirbinarize(pptr, mapval, dirbingrids); /* Bump input and output pixel pointers. */ pptr++; bptr++; } /* Bump pointer to the next row in padded input image. */ spptr += pw; } *odata = bdata; *ow = bw; *oh = bh; return(0); } /************************************************************************* ************************************************************************** #cat: dirbinarize - Determines the binary value of a grayscale pixel based #cat: on a VALID IMAP ridge flow direction. CAUTION: The image to which the input pixel points must be appropriately padded to account for the radius of the rotated grid. Otherwise, this routine may access "unkown" memory. Input: pptr - pointer to current grayscale pixel idir - IMAP integer direction associated with the block the current is in dirbingrids - set of precomputed rotated grid offsets Return Code: BLACK_PIXEL - pixel intensity for BLACK WHITE_PIXEL - pixel intensity of WHITE **************************************************************************/ int dirbinarize(const unsigned char *pptr, const int idir, const ROTGRIDS *dirbingrids) { int gx, gy, gi, cy; int rsum, gsum, csum = 0; int *grid; double dcy; /* Assign nickname pointer. */ grid = dirbingrids->grids[idir]; /* Calculate center (0-oriented) row in grid. */ dcy = (dirbingrids->grid_h-1)/(double)2.0; /* Need to truncate precision so that answers are consistent */ /* on different computer architectures when rounding doubles. */ dcy = trunc_dbl_precision(dcy, TRUNC_SCALE); cy = sround(dcy); /* Initialize grid's pixel offset index to zero. */ gi = 0; /* Initialize grid's pixel accumulator to zero */ gsum = 0; /* Foreach row in grid ... */ for(gy = 0; gy < dirbingrids->grid_h; gy++){ /* Initialize row pixel sum to zero. */ rsum = 0; /* Foreach column in grid ... */ for(gx = 0; gx < dirbingrids->grid_w; gx++){ /* Accumulate next pixel along rotated row in grid. */ rsum += *(pptr+grid[gi]); /* Bump grid's pixel offset index. */ gi++; } /* Accumulate row sum into grid pixel sum. */ gsum += rsum; /* If current row is center row, then save row sum separately. */ if(gy == cy) csum = rsum; } /* If the center row sum treated as an average is less than the */ /* total pixel sum in the rotated grid ... */ if((csum * dirbingrids->grid_h) < gsum) /* Set the binary pixel to BLACK. */ return(BLACK_PIXEL); else /* Otherwise set the binary pixel to WHITE. */ return(WHITE_PIXEL); }