#include "precomp.hpp" #if CV_SSE2 #include #endif #include #include using namespace std; #undef NDEBUG #include class Sampler { public: CvMat *im; CvPoint o; CvPoint c, cc; CvMat *perim; CvPoint fcoord(float fx, float fy); CvPoint coord(int ix, int iy); Sampler(CvMat *_im, CvPoint _o, CvPoint _c, CvPoint _cc); uchar getpixel(int ix, int iy); int isinside(int x, int y); int overlap(Sampler &other); int hasbars(); void timing(); CvMat *extract(); Sampler():im(0),perim(0){} ~Sampler(){} }; class code { // used in this file only public: char msg[4]; CvMat *original; Sampler sa; }; unsigned char cblk[256] = { 34,19,36,36,51,19,51,51,66,19,36,36,66,19,66,66,49,19,36,36,51,19,51,51,49,19,36,36, 49,19,49,49,32,19,36,36,51,19,51,51,66,19,36,36,66,19,66,66,32,19,36,36,51,19,51,51,32,19,36,36,32,19,32,32, 17,19,36,36,51,19,51,51,66,19,36,36,66,19,66,66,49,19,36,36,51,19,51,51,49,19,36,36,49,19,49,49,17,19,36,36, 51,19,51,51,66,19,36,36,66,19,66,66,17,19,36,36,51,19,51,51,17,19,36,36,17,19,17,17,2,19,2,36,2,19,2,51,2,19, 2,36,2,19,2,66,2,19,2,36,2,19,2,51,2,19,2,36,2,19,2,49,2,19,2,36,2,19,2,51,2,19,2,36,2,19,2,66,2,19,2,36,2,19, 2,51,2,19,2,36,2,19,2,32,2,19,2,36,2,19,2,51,2,19,2,36,2,19,2,66,2,19,2,36,2,19,2,51,2,19,2,36,2,19,2,49,2,19, 2,36,2,19,2,51,2,19,2,36,2,19,2,66,2,19,2,36,2,19,2,51,2,19,2,36,2,19,2,34 }; unsigned char ccblk[256] = { 34,17,2,17,19,19,2,17,36,36,2,36,19,19,2,17,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,17, 66,66,2,66,19,19,2,66,36,36,2,36,19,19,2,66,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,17,49,49,2,49,19,19,2,49,36, 36,2,36,19,19,2,49,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,49,66,66,2,66,19,19,2,66,36,36,2,36,19,19,2,66,51,51, 2,51,19,19,2,51,36,36,2,36,19,19,2,17,32,32,2,32,19,19,2,32,36,36,2,36,19,19,2,32,51,51,2,51,19,19,2,51,36,36,2, 36,19,19,2,32,66,66,2,66,19,19,2,66,36,36,2,36,19,19,2,66,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,32,49,49,2,49, 19,19,2,49,36,36,2,36,19,19,2,49,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,49,66,66,2,66,19,19,2,66,36,36,2,36,19, 19,2,66,51,51,2,51,19,19,2,51,36,36,2,36,19,19,2,34 }; static const CvPoint pickup[64] = { {7,6},{8,6},{7,5},{8,5},{1,5},{7,4},{8,4},{1,4},{1,8},{2,8},{1,7},{2,7},{3,7}, {1,6},{2,6},{3,6},{3,2},{4,2},{3,1},{4,1},{5,1},{3,8},{4,8},{5,8},{6,1},{7,1},{6,8},{7,8},{8,8},{6,7},{7,7},{8,7}, {4,7},{5,7},{4,6},{5,6},{6,6},{4,5},{5,5},{6,5},{2,5},{3,5},{2,4},{3,4},{4,4},{2,3},{3,3},{4,3},{8,3},{1,3},{8,2}, {1,2},{2,2},{8,1},{1,1},{2,1},{5,4},{6,4},{5,3},{6,3},{7,3},{5,2},{6,2},{7,2} }; static const uchar Alog[256] = { 1,2,4,8,16,32,64,128,45,90,180,69,138,57,114,228,229,231,227,235,251,219,155,27, 54,108,216,157,23,46,92,184,93,186,89,178,73,146,9,18,36,72,144,13,26,52,104,208,141,55,110,220,149,7,14,28, 56,112,224,237,247,195,171,123,246,193,175,115,230,225,239,243,203,187,91,182,65,130,41,82,164,101,202,185,95, 190,81,162,105,210,137,63,126,252,213,135,35,70,140,53,106,212,133,39,78,156,21,42,84,168,125,250,217,159,19, 38,76,152,29,58,116,232,253,215,131,43,86,172,117,234,249,223,147,11,22,44,88,176,77,154,25,50,100,200,189,87, 174,113,226,233,255,211,139,59,118,236,245,199,163,107,214,129,47,94,188,85,170,121,242,201,191,83,166,97,194, 169,127,254,209,143,51,102,204,181,71,142,49,98,196,165,103,206,177,79,158,17,34,68,136,61,122,244,197,167,99, 198,161,111,222,145,15,30,60,120,240,205,183,67,134,33,66,132,37,74,148,5,10,20,40,80,160,109,218,153,31,62, 124,248,221,151,3,6,12,24,48,96,192,173,119,238,241,207,179,75,150,1 }; static const uchar Log[256] = { (uchar)-255,255,1,240,2,225,241,53,3,38,226,133,242,43,54,210,4,195,39, 114,227,106,134,28,243,140,44,23,55,118,211,234,5,219,196,96,40,222,115,103,228,78,107,125, 135,8,29,162,244,186,141,180,45,99,24,49,56,13,119,153,212,199,235,91,6,76,220,217,197,11,97, 184,41,36,223,253,116,138,104,193,229,86,79,171,108,165,126,145,136,34,9,74,30,32,163,84,245, 173,187,204,142,81,181,190,46,88,100,159,25,231,50,207,57,147,14,67,120,128,154,248,213,167, 200,63,236,110,92,176,7,161,77,124,221,102,218,95,198,90,12,152,98,48,185,179,42,209,37,132, 224,52,254,239,117,233,139,22,105,27,194,113,230,206,87,158,80,189,172,203,109,175,166,62,127, 247,146,66,137,192,35,252,10,183,75,216,31,83,33,73,164,144,85,170,246,65,174,61,188,202,205, 157,143,169,82,72,182,215,191,251,47,178,89,151,101,94,160,123,26,112,232,21,51,238,208,131, 58,69,148,18,15,16,68,17,121,149,129,19,155,59,249,70,214,250,168,71,201,156,64,60,237,130, 111,20,93,122,177,150 }; #define dethresh 0.92f #define eincO (2 * dethresh) // e increment orthogonal #define eincD (1.414f * dethresh) // e increment diagonal static const float eincs[] = { eincO, eincD, eincO, eincD, eincO, eincD, eincO, eincD, 999 }; #define Ki(x) _mm_set_epi32((x),(x),(x),(x)) #define Kf(x) _mm_set_ps((x),(x),(x),(x)) static const int CV_DECL_ALIGNED(16) absmask[] = {0x7fffffff, 0x7fffffff, 0x7fffffff, 0x7fffffff}; #define _mm_abs_ps(x) _mm_and_ps((x), *(const __m128*)absmask) static void writexy(CvMat *m, int r, CvPoint p) { int *pdst = (int*)cvPtr2D(m, r, 0); pdst[0] = p.x; pdst[1] = p.y; } Sampler::Sampler(CvMat *_im, CvPoint _o, CvPoint _c, CvPoint _cc) { im = _im; o = _o; c = _c; cc = _cc; perim = cvCreateMat(4, 1, CV_32SC2); writexy(perim, 0, fcoord(-.2f,-.2f)); writexy(perim, 1, fcoord(-.2f,1.2f)); writexy(perim, 2, fcoord(1.2f,1.2f)); writexy(perim, 3, fcoord(1.2f,-.2f)); // printf("Sampler %d,%d %d,%d %d,%d\n", o.x, o.y, c.x, c.y, cc.x, cc.y); } CvPoint Sampler::fcoord(float fx, float fy) { CvPoint r; r.x = (int)(o.x + fx * (cc.x - o.x) + fy * (c.x - o.x)); r.y = (int)(o.y + fx * (cc.y - o.y) + fy * (c.y - o.y)); return r; } CvPoint Sampler::coord(int ix, int iy) { return fcoord(0.05f + 0.1f * ix, 0.05f + 0.1f * iy); } uchar Sampler::getpixel(int ix, int iy) { CvPoint pt = coord(ix, iy); if ((0 <= pt.x) && (pt.x < im->cols) && (0 <= pt.y) && (pt.y < im->rows)) return *cvPtr2D(im, pt.y, pt.x); else return 0; } int Sampler::isinside(int x, int y) { CvPoint2D32f pt; pt.x = (float)x; pt.y = (float)y; if ((0 <= pt.x) && (pt.x < im->cols) && (0 <= pt.y) && (pt.y < im->rows)) return cvPointPolygonTest(perim, pt, 0) < 0; else return 0; } int Sampler::overlap(Sampler &other) { for (int i = 0; i < 4; i++) { CvScalar p; p = cvGet2D(other.perim, i, 0); if (isinside((int)p.val[0], (int)p.val[1])) return 1; p = cvGet2D(perim, i, 0); if (other.isinside((int)p.val[0], (int)p.val[1])) return 1; } return 0; } int Sampler::hasbars() { return getpixel(9, 1) > getpixel(9, 0); } void Sampler::timing() { /*uchar light, dark = getpixel(9, 0); for (int i = 1; i < 3; i += 2) { light = getpixel(9, i); // if (light <= dark) // goto endo; dark = getpixel(9, i + 1); // if (up <= down) // goto endo; }*/ } CvMat *Sampler::extract() { // return a 10x10 CvMat for the current contents, 0 is black, 255 is white // Sampler has (0,0) at bottom left, so invert Y CvMat *r = cvCreateMat(10, 10, CV_8UC1); for (int x = 0; x < 10; x++) for (int y = 0; y < 10; y++) *cvPtr2D(r, 9 - y, x) = (getpixel(x, y) < 128) ? 0 : 255; return r; } #if CV_SSE2 static void apron(CvMat *v) { int r = v->rows; int c = v->cols; memset(cvPtr2D(v, 0, 0), 0x22, c); memset(cvPtr2D(v, 1, 0), 0x22, c); memset(cvPtr2D(v, r - 2, 0), 0x22, c); memset(cvPtr2D(v, r - 1, 0), 0x22, c); int y; for (y = 2; y < r - 2; y++) { uchar *lp = cvPtr2D(v, y, 0); lp[0] = 0x22; lp[1] = 0x22; lp[c-2] = 0x22; lp[c-1] = 0x22; } } static void cfollow(CvMat *src, CvMat *dst) { int sx, sy; uchar *vpd = cvPtr2D(src, 0, 0); for (sy = 0; sy < src->rows; sy++) { short *wr = (short*)cvPtr2D(dst, sy, 0); for (sx = 0; sx < src->cols; sx++) { int x = sx; int y = sy; float e = 0; int ontrack = true; int dir; while (ontrack) { dir = vpd[y * src->step + x]; int xd = ((dir & 0xf) - 2); int yd = ((dir >> 4) - 2); e += (dir == 0x22) ? 999 : ((dir & 1) ? eincD : eincO); x += xd; y += yd; if (e > 10.) { float d = (float)(((x - sx) * (x - sx)) + ((y - sy) * (y - sy))); ontrack = d > (e * e); } } if ((24 <= e) && (e < 999)) { // printf("sx=%d, sy=%d, x=%d, y=%d\n", sx, sy, x, y); *wr++ = (short)(x - sx); *wr++ = (short)(y - sy); } else { *wr++ = 0; *wr++ = 0; } } } } static uchar gf256mul(uchar a, uchar b) { return Alog[(Log[a] + Log[b]) % 255]; } static int decode(Sampler &sa, code &cc) { uchar binary[8] = {0,0,0,0,0,0,0,0}; uchar b = 0; int sum; sum = 0; for (int i = 0; i < 64; i++) sum += sa.getpixel(1 + (i & 7), 1 + (i >> 3)); uchar mean = (uchar)(sum / 64); for (int i = 0; i < 64; i++) { b = (b << 1) + (sa.getpixel(pickup[i].x, pickup[i].y) <= mean); if ((i & 7) == 7) { binary[i >> 3] = b; b = 0; } } // Compute the 5 RS codewords for the 3 datawords uchar c[5] = {0,0,0,0,0}; { uchar a[5] = {228, 48, 15, 111, 62}; int k = 5; for (int i = 0; i < 3; i++) { uchar t = binary[i] ^ c[4]; for (int j = k - 1; j != -1; j--) { if (t == 0) c[j] = 0; else c[j] = gf256mul(t, a[j]); if (j > 0) c[j] = c[j - 1] ^ c[j]; } } } if ((c[4] == binary[3]) && (c[3] == binary[4]) && (c[2] == binary[5]) && (c[1] == binary[6]) && (c[0] == binary[7])) { uchar x = 0xff & (binary[0] - 1); uchar y = 0xff & (binary[1] - 1); uchar z = 0xff & (binary[2] - 1); cc.msg[0] = x; cc.msg[1] = y; cc.msg[2] = z; cc.msg[3] = 0; cc.sa = sa; cc.original = sa.extract(); return 1; } else { return 0; } } static deque trailto(CvMat *v, int x, int y, CvMat *terminal) { CvPoint np; /* Return the last 10th of the trail of points following v from (x,y) * to terminal */ int ex = x + ((short*)cvPtr2D(terminal, y, x))[0]; int ey = y + ((short*)cvPtr2D(terminal, y, x))[1]; deque r; while ((x != ex) || (y != ey)) { np.x = x; np.y = y; r.push_back(np); int dir = *cvPtr2D(v, y, x); int xd = ((dir & 0xf) - 2); int yd = ((dir >> 4) - 2); x += xd; y += yd; } int l = (int)(r.size() * 9 / 10); while (l--) r.pop_front(); return r; } #endif deque cvFindDataMatrix(CvMat *im) { #if CV_SSE2 int r = im->rows; int c = im->cols; #define SAMESIZE(nm, ty) CvMat *nm = cvCreateMat(r, c, ty); SAMESIZE(thresh, CV_8UC1) SAMESIZE(vecpic, CV_8UC1) SAMESIZE(vc, CV_8UC1) SAMESIZE(vcc, CV_8UC1) SAMESIZE(cxy, CV_16SC2) SAMESIZE(ccxy, CV_16SC2) cvAdaptiveThreshold(im, thresh, 255.0, CV_ADAPTIVE_THRESH_MEAN_C, CV_THRESH_BINARY, 13); { int x, y; int sstride = thresh->step; int sw = thresh->cols; // source width for (y = 2; y < thresh->rows - 2; y++) { uchar *ps = cvPtr2D(thresh, y, 0); uchar *pd = cvPtr2D(vecpic, y, 0); uchar *pvc = cvPtr2D(vc, y, 0); uchar *pvcc = cvPtr2D(vcc, y, 0); for (x = 0; x < sw; x++) { uchar v = (0x01 & ps[-2 * sstride]) | (0x02 & ps[-sstride + 1]) | (0x04 & ps[2]) | (0x08 & ps[sstride + 1]) | (0x10 & ps[2 * sstride]) | (0x20 & ps[sstride - 1]) | (0x40 & ps[-2]) | (0x80 & ps[-sstride -1]); *pd++ = v; *pvc++ = cblk[v]; *pvcc++ = ccblk[v]; ps++; } } apron(vc); apron(vcc); } cfollow(vc, cxy); cfollow(vcc, ccxy); deque candidates; { int x, y; int rows = cxy->rows; int cols = cxy->cols; for (y = 0; y < rows; y++) { const short *cd = (const short*)cvPtr2D(cxy, y, 0); const short *ccd = (const short*)cvPtr2D(ccxy, y, 0); for (x = 0; x < cols; x += 4, cd += 8, ccd += 8) { __m128i v = _mm_loadu_si128((const __m128i*)cd); __m128 cyxyxA = _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpacklo_epi16(v, v), 16)); __m128 cyxyxB = _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpackhi_epi16(v, v), 16)); __m128 cx = _mm_shuffle_ps(cyxyxA, cyxyxB, _MM_SHUFFLE(2, 0, 2, 0)); __m128 cy = _mm_shuffle_ps(cyxyxA, cyxyxB, _MM_SHUFFLE(3, 1, 3, 1)); __m128 cmag = _mm_sqrt_ps(_mm_add_ps(_mm_mul_ps(cx, cx), _mm_mul_ps(cy, cy))); __m128 crmag = _mm_rcp_ps(cmag); __m128 ncx = _mm_mul_ps(cx, crmag); __m128 ncy = _mm_mul_ps(cy, crmag); v = _mm_loadu_si128((const __m128i*)ccd); __m128 ccyxyxA = _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpacklo_epi16(v, v), 16)); __m128 ccyxyxB = _mm_cvtepi32_ps(_mm_srai_epi32(_mm_unpackhi_epi16(v, v), 16)); __m128 ccx = _mm_shuffle_ps(ccyxyxA, ccyxyxB, _MM_SHUFFLE(2, 0, 2, 0)); __m128 ccy = _mm_shuffle_ps(ccyxyxA, ccyxyxB, _MM_SHUFFLE(3, 1, 3, 1)); __m128 ccmag = _mm_sqrt_ps(_mm_add_ps(_mm_mul_ps(ccx, ccx), _mm_mul_ps(ccy, ccy))); __m128 ccrmag = _mm_rcp_ps(ccmag); __m128 nccx = _mm_mul_ps(ccx, ccrmag); __m128 nccy = _mm_mul_ps(ccy, ccrmag); __m128 dot = _mm_mul_ps(_mm_mul_ps(ncx, nccx), _mm_mul_ps(ncy, nccy)); // iscand = (cmag > 30) & (ccmag > 30) & (numpy.minimum(cmag, ccmag) * 1.1 > numpy.maximum(cmag, ccmag)) & (abs(dot) < 0.25) __m128 iscand = _mm_and_ps(_mm_cmpgt_ps(cmag, Kf(30)), _mm_cmpgt_ps(ccmag, Kf(30))); iscand = _mm_and_ps(iscand, _mm_cmpgt_ps(_mm_mul_ps(_mm_min_ps(cmag, ccmag), Kf(1.1f)), _mm_max_ps(cmag, ccmag))); iscand = _mm_and_ps(iscand, _mm_cmplt_ps(_mm_abs_ps(dot), Kf(0.25f))); unsigned int CV_DECL_ALIGNED(16) result[4]; _mm_store_ps((float*)result, iscand); int ix; CvPoint np; for (ix = 0; ix < 4; ix++) { if (result[ix]) { np.x = x + ix; np.y = y; candidates.push_back(np); } } } } } deque codes; size_t i, j, k; while (!candidates.empty()) { CvPoint o = candidates.front(); candidates.pop_front(); deque ptc = trailto(vc, o.x, o.y, cxy); deque ptcc = trailto(vcc, o.x, o.y, ccxy); for (j = 0; j < ptc.size(); j++) { for (k = 0; k < ptcc.size(); k++) { code cc; Sampler sa(im, o, ptc[j], ptcc[k]); for (i = 0; i < codes.size(); i++) { if (sa.overlap(codes[i].sa)) { cvReleaseMat(&sa.perim); goto endo; } } if (codes.size() > 0) { //printf("searching for more\n"); } if (decode(sa, cc)) { codes.push_back(cc); goto endo; } cvReleaseMat(&sa.perim); } } endo: ; // end search for this o } cvReleaseMat(&thresh); cvReleaseMat(&vecpic); cvReleaseMat(&vc); cvReleaseMat(&vcc); cvReleaseMat(&cxy); cvReleaseMat(&ccxy); deque rc; for (i = 0; i < codes.size(); i++) { CvDataMatrixCode cc; strcpy(cc.msg, codes[i].msg); cc.original = codes[i].original; cc.corners = codes[i].sa.perim; rc.push_back(cc); } return rc; #else (void)im; deque rc; return rc; #endif } #include namespace cv { void findDataMatrix(InputArray _image, vector& codes, OutputArray _corners, OutputArrayOfArrays _dmtx) { Mat image = _image.getMat(); CvMat m(image); deque rc = cvFindDataMatrix(&m); int i, n = (int)rc.size(); Mat corners; if( _corners.needed() ) { _corners.create(n, 4, CV_32SC2); corners = _corners.getMat(); } if( _dmtx.needed() ) _dmtx.create(n, 1, CV_8U); codes.resize(n); for( i = 0; i < n; i++ ) { CvDataMatrixCode& rc_i = rc[i]; codes[i] = string(rc_i.msg); if( corners.data ) { const Point* srcpt = (Point*)rc_i.corners->data.ptr; Point* dstpt = (Point*)corners.ptr(i); for( int k = 0; k < 4; k++ ) dstpt[k] = srcpt[k]; } cvReleaseMat(&rc_i.corners); if( _dmtx.needed() ) { _dmtx.create(rc_i.original->rows, rc_i.original->cols, rc_i.original->type, i); Mat dst = _dmtx.getMat(i); Mat(rc_i.original).copyTo(dst); } cvReleaseMat(&rc_i.original); } } void drawDataMatrixCodes(InputOutputArray _image, const vector& codes, InputArray _corners) { Mat image = _image.getMat(); Mat corners = _corners.getMat(); int i, n = corners.rows; if( n > 0 ) { CV_Assert( corners.depth() == CV_32S && corners.cols*corners.channels() == 8 && n == (int)codes.size() ); } for( i = 0; i < n; i++ ) { Scalar c(0, 255, 0); Scalar c2(255, 0,0); const Point* pt = (const Point*)corners.ptr(i); for( int k = 0; k < 4; k++ ) line(image, pt[k], pt[(k+1)%4], c); //int baseline = 0; //Size sz = getTextSize(code_text, CV_FONT_HERSHEY_SIMPLEX, 1, 1, &baseline); putText(image, codes[i], pt[0], CV_FONT_HERSHEY_SIMPLEX, 0.8, c2, 1, CV_AA, false); } } }