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+
+/*
+ * mfwddct.c (derived from jfwddct.c, which carries the following info)
+ *
+ * Copyright (C) 1991, 1992, Thomas G. Lane. This file is part of the
+ * Independent JPEG Group's software. For conditions of distribution and use,
+ * see the accompanying README file.
+ *
+ * This file contains the basic DCT (Discrete Cosine Transform) transformation
+ * subroutine.
+ *
+ * This implementation is based on Appendix A.2 of the book "Discrete Cosine
+ * Transform---Algorithms, Advantages, Applications" by K.R. Rao and P. Yip
+ * (Academic Press, Inc, London, 1990). It uses scaled fixed-point arithmetic
+ * instead of floating point.
+ */
+
+#include "all.h"
+
+#include "dct.h"
+#include "mtypes.h"
+#include "opts.h"
+
+/*
+ * The poop on this scaling stuff is as follows:
+ *
+ * We have to do addition and subtraction of the integer inputs, which is no
+ * problem, and multiplication by fractional constants, which is a problem to
+ * do in integer arithmetic.  We multiply all the constants by DCT_SCALE and
+ * convert them to integer constants (thus retaining LG2_DCT_SCALE bits of
+ * precision in the constants).  After doing a multiplication we have to
+ * divide the product by DCT_SCALE, with proper rounding, to produce the
+ * correct output.  The division can be implemented cheaply as a right shift
+ * of LG2_DCT_SCALE bits.  The DCT equations also specify an additional
+ * division by 2 on the final outputs; this can be folded into the
+ * right-shift by shifting one more bit (see UNFIXH).
+ *
+ * If you are planning to recode this in assembler, you might want to set
+ * LG2_DCT_SCALE to 15.  This loses a bit of precision, but then all the
+ * multiplications are between 16-bit quantities (given 8-bit JSAMPLEs!) so
+ * you could use a signed 16x16=>32 bit multiply instruction instead of full
+ * 32x32 multiply.  Unfortunately there's no way to describe such a multiply
+ * portably in C, so we've gone for the extra bit of accuracy here.
+ */
+
+#define EIGHT_BIT_SAMPLES
+#ifdef EIGHT_BIT_SAMPLES
+#define LG2_DCT_SCALE 16
+#else
+#define LG2_DCT_SCALE 15	/* lose a little precision to avoid overflow */
+#endif
+
+#define ONE	((int32) 1)
+
+#define DCT_SCALE (ONE << LG2_DCT_SCALE)
+
+/* In some places we shift the inputs left by a couple more bits, */
+/* so that they can be added to fractional results without too much */
+/* loss of precision. */
+#define LG2_OVERSCALE 2
+#define OVERSCALE  (ONE << LG2_OVERSCALE)
+#define OVERSHIFT(x)  ((x) <<= LG2_OVERSCALE)
+
+/* Scale a fractional constant by DCT_SCALE */
+#define FIX(x)	((int32) ((x) * DCT_SCALE + 0.5))
+
+/* Scale a fractional constant by DCT_SCALE/OVERSCALE */
+/* Such a constant can be multiplied with an overscaled input */
+/* to produce something that's scaled by DCT_SCALE */
+#define FIXO(x)  ((int32) ((x) * DCT_SCALE / OVERSCALE + 0.5))
+
+/* Descale and correctly round a value that's scaled by DCT_SCALE */
+#define UNFIX(x)   RIGHT_SHIFT((x) + (ONE << (LG2_DCT_SCALE-1)), LG2_DCT_SCALE)
+
+/* Same with an additional division by 2, ie, correctly rounded UNFIX(x/2) */
+#define UNFIXH(x)  RIGHT_SHIFT((x) + (ONE << LG2_DCT_SCALE), LG2_DCT_SCALE+1)
+
+/* Take a value scaled by DCT_SCALE and round to integer scaled by OVERSCALE */
+#define UNFIXO(x)  RIGHT_SHIFT((x) + (ONE << (LG2_DCT_SCALE-1-LG2_OVERSCALE)),\
+			       LG2_DCT_SCALE-LG2_OVERSCALE)
+
+/* Here are the constants we need */
+/* SIN_i_j is sine of i*pi/j, scaled by DCT_SCALE */
+/* COS_i_j is cosine of i*pi/j, scaled by DCT_SCALE */
+
+#define SIN_1_4 FIX(0.707106781)
+#define COS_1_4 SIN_1_4
+
+#define SIN_1_8 FIX(0.382683432)
+#define COS_1_8 FIX(0.923879533)
+#define SIN_3_8 COS_1_8
+#define COS_3_8 SIN_1_8
+
+#define SIN_1_16 FIX(0.195090322)
+#define COS_1_16 FIX(0.980785280)
+#define SIN_7_16 COS_1_16
+#define COS_7_16 SIN_1_16
+
+#define SIN_3_16 FIX(0.555570233)
+#define COS_3_16 FIX(0.831469612)
+#define SIN_5_16 COS_3_16
+#define COS_5_16 SIN_3_16
+
+/* OSIN_i_j is sine of i*pi/j, scaled by DCT_SCALE/OVERSCALE */
+/* OCOS_i_j is cosine of i*pi/j, scaled by DCT_SCALE/OVERSCALE */
+
+#define OSIN_1_4 FIXO(0.707106781)
+#define OCOS_1_4 OSIN_1_4
+
+#define OSIN_1_8 FIXO(0.382683432)
+#define OCOS_1_8 FIXO(0.923879533)
+#define OSIN_3_8 OCOS_1_8
+#define OCOS_3_8 OSIN_1_8
+
+#define OSIN_1_16 FIXO(0.195090322)
+#define OCOS_1_16 FIXO(0.980785280)
+#define OSIN_7_16 OCOS_1_16
+#define OCOS_7_16 OSIN_1_16
+
+#define OSIN_3_16 FIXO(0.555570233)
+#define OCOS_3_16 FIXO(0.831469612)
+#define OSIN_5_16 OCOS_3_16
+#define OCOS_5_16 OSIN_3_16
+
+/* Prototypes */
+void reference_fwd_dct _ANSI_ARGS_((Block block, Block dest));
+void mp_fwd_dct_fast _ANSI_ARGS_((Block data2d, Block dest2d));
+void init_fdct _ANSI_ARGS_((void));
+
+/*
+ * --------------------------------------------------------------
+ *
+ * mp_fwd_dct_block2 --
+ *
+ * Select the appropriate mp_fwd_dct routine
+ *
+ * Results: None
+ *
+ * Side effects: None
+ *
+ * --------------------------------------------------------------
+ */
+extern boolean pureDCT;
+void
+mp_fwd_dct_block2(data, dest)
+    Block data, dest;
+{
+  if (pureDCT) reference_fwd_dct(data, dest);
+  else mp_fwd_dct_fast(data, dest);
+}
+
+/*
+ * --------------------------------------------------------------
+ *
+ * mp_fwd_dct_fast --
+ *
+ * Perform the forward DCT on one block of samples.
+ *
+ * A 2-D DCT can be done by 1-D DCT on each row followed by 1-D DCT on each
+ * column.
+ *
+ * Results: None
+ *
+ * Side effects: Overwrites the input data
+ *
+ * --------------------------------------------------------------
+ */
+
+void
+mp_fwd_dct_fast(data2d, dest2d)
+    Block data2d, dest2d;
+{
+    int16 *data = (int16 *) data2d;	/* this algorithm wants
+					 * a 1-d array */
+    int16 *dest = (int16 *) dest2d;
+    int pass, rowctr;
+    register int16 *inptr, *outptr;
+    int16 workspace[DCTSIZE_SQ];
+    SHIFT_TEMPS
+
+#ifdef ndef
+    {
+	int y;
+
+	printf("fwd_dct (beforehand):\n");
+	for (y = 0; y < 8; y++)
+	    printf("%4d %4d %4d %4d %4d %4d %4d %4d\n",
+		   data2d[y][0], data2d[y][1],
+		   data2d[y][2], data2d[y][3],
+		   data2d[y][4], data2d[y][5],
+		   data2d[y][6], data2d[y][7]);
+    }
+#endif
+
+    /*
+     * Each iteration of the inner loop performs one 8-point 1-D DCT. It
+     * reads from a *row* of the input matrix and stores into a *column*
+     * of the output matrix.  In the first pass, we read from the data[]
+     * array and store into the local workspace[].  In the second pass,
+     * we read from the workspace[] array and store into data[], thus
+     * performing the equivalent of a columnar DCT pass with no variable
+     * array indexing.
+     */
+
+    inptr = data;		/* initialize pointers for first pass */
+    outptr = workspace;
+    for (pass = 1; pass >= 0; pass--) {
+	for (rowctr = DCTSIZE - 1; rowctr >= 0; rowctr--) {
+	    /*
+	     * many tmps have nonoverlapping lifetime -- flashy
+	     * register colorers should be able to do this lot
+	     * very well
+	     */
+	    int32 tmp0, tmp1, tmp2, tmp3, tmp4, tmp5, tmp6, tmp7;
+	    int32 tmp10, tmp11, tmp12, tmp13;
+	    int32 tmp14, tmp15, tmp16, tmp17;
+	    int32 tmp25, tmp26;
+	    /* SHIFT_TEMPS */
+
+	    /* temp0 through tmp7:  -512 to +512 */
+	    /* if I-block, then -256 to +256 */
+	    tmp0 = inptr[7] + inptr[0];
+	    tmp1 = inptr[6] + inptr[1];
+	    tmp2 = inptr[5] + inptr[2];
+	    tmp3 = inptr[4] + inptr[3];
+	    tmp4 = inptr[3] - inptr[4];
+	    tmp5 = inptr[2] - inptr[5];
+	    tmp6 = inptr[1] - inptr[6];
+	    tmp7 = inptr[0] - inptr[7];
+
+	    /* tmp10 through tmp13:  -1024 to +1024 */
+	    /* if I-block, then -512 to +512 */
+	    tmp10 = tmp3 + tmp0;
+	    tmp11 = tmp2 + tmp1;
+	    tmp12 = tmp1 - tmp2;
+	    tmp13 = tmp0 - tmp3;
+
+	    outptr[0] = (int16) UNFIXH((tmp10 + tmp11) * SIN_1_4);
+	    outptr[DCTSIZE * 4] = (int16) UNFIXH((tmp10 - tmp11) * COS_1_4);
+
+	    outptr[DCTSIZE * 2] = (int16) UNFIXH(tmp13 * COS_1_8 + tmp12 * SIN_1_8);
+	    outptr[DCTSIZE * 6] = (int16) UNFIXH(tmp13 * SIN_1_8 - tmp12 * COS_1_8);
+
+	    tmp16 = UNFIXO((tmp6 + tmp5) * SIN_1_4);
+	    tmp15 = UNFIXO((tmp6 - tmp5) * COS_1_4);
+
+	    OVERSHIFT(tmp4);
+	    OVERSHIFT(tmp7);
+
+	    /*
+	     * tmp4, tmp7, tmp15, tmp16 are overscaled by
+	     * OVERSCALE
+	     */
+
+	    tmp14 = tmp4 + tmp15;
+	    tmp25 = tmp4 - tmp15;
+	    tmp26 = tmp7 - tmp16;
+	    tmp17 = tmp7 + tmp16;
+
+	    outptr[DCTSIZE] = (int16) UNFIXH(tmp17 * OCOS_1_16 + tmp14 * OSIN_1_16);
+	    outptr[DCTSIZE * 7] = (int16) UNFIXH(tmp17 * OCOS_7_16 - tmp14 * OSIN_7_16);
+	    outptr[DCTSIZE * 5] = (int16) UNFIXH(tmp26 * OCOS_5_16 + tmp25 * OSIN_5_16);
+	    outptr[DCTSIZE * 3] = (int16) UNFIXH(tmp26 * OCOS_3_16 - tmp25 * OSIN_3_16);
+
+	    inptr += DCTSIZE;	/* advance inptr to next row */
+	    outptr++;		/* advance outptr to next column */
+	}
+	/* end of pass; in case it was pass 1, set up for pass 2 */
+	inptr = workspace;
+	outptr = dest;
+    }
+#ifdef ndef
+    {
+	int y;
+
+	printf("fwd_dct (afterward):\n");
+	for (y = 0; y < 8; y++)
+	    printf("%4d %4d %4d %4d %4d %4d %4d %4d\n",
+		   dest2d[y][0], dest2d[y][1],
+		   dest2d[y][2], dest2d[y][3],
+		   dest2d[y][4], dest2d[y][5],
+		   dest2d[y][6], dest2d[y][7]);
+    }
+#endif
+}
+
+
+/* Modifies from the MPEG2 verification coder */
+/* fdctref.c, forward discrete cosine transform, double precision           */
+
+/* Copyright (C) 1994, MPEG Software Simulation Group. All Rights Reserved. */
+
+/*
+ * Disclaimer of Warranty
+ *
+ * These software programs are available to the user without any license fee or
+ * royalty on an "as is" basis.  The MPEG Software Simulation Group disclaims
+ * any and all warranties, whether express, implied, or statuary, including any
+ * implied warranties or merchantability or of fitness for a particular
+ * purpose.  In no event shall the copyright-holder be liable for any
+ * incidental, punitive, or consequential damages of any kind whatsoever
+ * arising from the use of these programs.
+ *
+ * This disclaimer of warranty extends to the user of these programs and user's
+ * customers, employees, agents, transferees, successors, and assigns.
+ *
+ * The MPEG Software Simulation Group does not represent or warrant that the
+ * programs furnished hereunder are free of infringement of any third-party
+ * patents.
+ *
+ * Commercial implementations of MPEG-1 and MPEG-2 video, including shareware,
+ * are subject to royalty fees to patent holders.  Many of these patents are
+ * general enough such that they are unavoidable regardless of implementation
+ * design.
+ *
+ */
+
+#ifndef PI
+#ifdef M_PI
+#define PI M_PI
+#else
+#define PI 3.14159265358979323846
+#endif
+#endif
+
+/* private data */
+static double trans_coef[8][8]; /* transform coefficients */
+
+void init_fdct()
+{
+  int i, j;
+  double s;
+
+  for (i=0; i<8; i++)
+  {
+    s = (i==0) ? sqrt(0.125) : 0.5;
+
+    for (j=0; j<8; j++)
+      trans_coef[i][j] = s * cos((PI/8.0)*i*(j+0.5));
+  }
+}
+
+void reference_fwd_dct(block, dest)
+Block block, dest;
+{
+  int i, j, k;
+  double s;
+  double tmp[64];
+
+  if (DoLaplace) {
+    LaplaceNum++;
+  }
+
+  for (i=0; i<8; i++)
+    for (j=0; j<8; j++)
+    {
+      s = 0.0;
+
+      for (k=0; k<8; k++)
+        s += trans_coef[j][k] * block[i][k];
+
+      tmp[8*i+j] = s;
+    }
+
+  for (i=0; i<8; i++)
+    for (j=0; j<8; j++)
+    {
+      s = 0.0;
+
+      for (k=0; k<8; k++)
+        s += trans_coef[i][k] * tmp[8*k+j];
+
+      if (collect_quant) {
+	fprintf(collect_quant_fp, "%d %f\n", 8*i+j, s);
+      } 
+      if (DoLaplace) {
+	L1[LaplaceCnum][i*8+j] += s*s;
+	L2[LaplaceCnum][i*8+j] += s;
+      }
+
+
+      dest[i][j] = (int)floor(s+0.499999);
+      /*
+       * reason for adding 0.499999 instead of 0.5:
+       * s is quite often x.5 (at least for i and/or j = 0 or 4)
+       * and setting the rounding threshold exactly to 0.5 leads to an
+       * extremely high arithmetic implementation dependency of the result;
+       * s being between x.5 and x.500001 (which is now incorrectly rounded
+       * downwards instead of upwards) is assumed to occur less often
+       * (if at all)
+       */
+    }
+}