nip2 7.40.4-1+b3 / usr / share / nip2 / compat / 7.10 / _convert.def

/* Try to make a Matrix ... works for Vector/Image/Real, plus image/real
 */
to_matrix x
	= to_matrix x.expr, is_Expression x
	= x, is_Matrix x
	= oo_unary_function to_matrix_op x, is_class x
	= tom x, is_real x || is_image x 
	= error (_ "bad arguments to " ++ "to_matrix")
{
	to_matrix_op = Operator "to_matrix" tom Operator_type.COMPOUND false;

	tom x
		= Matrix (itom x), is_image x
		= Matrix [[x]], is_real x
		= Matrix [x], is_real_list x
		= Matrix x, is_matrix x
		= error (_ "bad arguments to " ++ "to_matrix");

	itom i
		= (im_vips2mask ((double) i)).value, 
			is_image i && get_bands i == 1
		= (im_vips2mask ((double) i'')).value, 
			is_image i && get_bands i == 3 && get_width i == 1
		= error (_ "not 1 band image, or 3 band 1 column image")
	{
		split = bandsplit i;
		i' = im_insert (split?0) (split?1) 1 0;
		i'' = im_insert i' (split?2) 2 0;
	}
}

/* Try to make an Image ... works for Vector/Matrix/Real, plus image/real
 * Special case for Colour ... pull out the colour_space and set Type in the
 * image.
 */
to_image x
	= to_image x.expr, is_Expression x
	= x, is_Image x
	= Image (image_set_type 
			(Image_type.colour_spaces.lookup 0 1 x.colour_space)
			(mtoi [x.value])),
		is_Colour x
	= oo_unary_function to_image_op x, is_class x
	= toi x, is_real x || is_image x 
	= error (_ "bad arguments to " ++ "to_image")
{
	to_image_op = Operator "to_image" toi Operator_type.COMPOUND false;

	toi x
		= Image x, is_image x
		= Image (mtoi [[x]]), is_real x
		= Image (mtoi [x]), is_real_list x
		= Image (mtoi x), is_matrix x
		= error (_ "bad arguments to " ++ "to_image");

	// [[real]] -> image
	mtoi m
		= im_mask2vips (Matrix m), width != 3
		= joinup (im_mask2vips (Matrix m))
	{
		width = len m?0;
		height = len m;
		joinup i
			= b1 ++ b2 ++ b3
		{
			b1 = extract_area 0 0 1 height i;
			b2 = extract_area 1 0 1 height i;
			b3 = extract_area 2 0 1 height i;
		}
	}
}

/* Try to make a Colour.
 */
to_colour x
	= to_colour x.expr, is_Expression x
	= x, is_Colour x
	= Colour (colour_space (get_type x)) (map mean (bandsplit (get_image x))),
		has_image x && has_type x
	= error (_ "bad arguments to " ++ "to_colour")
{
	colour_space type
		= table.get_name type, table.has_name type
		= error (_ "unable to make Colour from " ++ table.get_name type ++ 
			_ " image")
	{
		table = Image_type.colour_spaces;
	}
}

/* Try to make a real.
 */
to_real x
	= to_real x.expr, is_Expression x
	= to_real x.value, is_class x
	= x, is_real x
	= abs x, is_complex x
	= 1, is_bool x && x
	= 0, is_bool x && !x
	= error (_ "bad arguments to " ++ "to_real");

/* Try to make a list ... ungroup, basically. Recurse for subgroups.
 */
to_list x
	= map to_list x.value, is_Group x
	= x;

/* Parse a positive integer.
 */
parse_pint l
	= foldl acc 0 l
{
	acc sofar ch = sofar * 10 + parse_c ch;

	/* Turn a char digit to a number.
	 */
	parse_c ch
		= error (_ "not a digit"), !is_digit ch
		= (int) ch - (int) '0';
}

/* Parse an integer, with an optional sign character.
 */
parse_int l
	= error (_ "badly formed number"), len parts != 2
	= sign * n
{
	parts = splitpl [member "+-", is_digit] l;

	n = parse_pint parts?1;
	sign
		= 1, parts?0 == [] || parts?0 == "+"
		= -1;
}

/* Parse a float. 
 *	[+-]?[0-9]*([.][0-9]*)?(e[0-9]+)?
 */
parse_float l
	= err, len parts != 4
	= (ipart + fpart) * 10 ** exp
{
	err = error (_ "badly formed number");

	parts = splitpl [
		member "+-0123456789", member ".0123456789",
		member "eE", member "+-0123456789"
	] l;

	ipart = parse_int parts?0;
	fpart
		= 0, parts?1 == [];
		= err, parts?1?0 != '.'
		= parse_pint (tl parts?1) / 10 ** (len parts?1 - 1);
	exp
		= 0, parts?2 == [] && parts?3 == []
		= err, parts?2 == [] 
		= parse_int parts?3;

}

// matrix to convert D65 XYZ to D50 XYZ ... direct conversion, found by
// measuring a macbeth chart in D50 and D65 and doing a LMS to get a matrix
D652D50_direct = Matrix
	[[ 1.13529, -0.0604663, -0.0606321 ],
	 [ 0.0975399, 0.935024, -0.0256156 ],
	 [ -0.0336428, 0.0414702, 0.994135 ]];

D502D65_direct = D652D50_direct ** -1;

/* Convert normalised XYZ to bradford RGB.
 */
XYZ2RGBbrad = Matrix
	[[0.8951,  0.2664, -0.1614],
	 [-0.7502,  1.7135,  0.0367],
	 [0.0389, -0.0685,  1.0296]];

/* Convert bradford RGB to normalised XYZ.
 */
RGBbrad2XYZ = XYZ2RGBbrad ** -1;

D93_whitepoint = Vector [89.7400, 100, 130.7700];
D75_whitepoint = Vector [94.9682, 100, 122.5710];
D65_whitepoint = Vector [95.0470, 100, 108.8827];
D55_whitepoint = Vector [95.6831, 100, 92.0871];
D50_whitepoint = Vector [96.4250, 100, 82.4680];
A_whitepoint = Vector [109.8503, 100, 35.5849]; 	// 2856K
B_whitepoint = Vector [99.0720, 100, 85.2230];		// 4874K
C_whitepoint = Vector [98.0700, 100, 118.2300];		// 6774K
E_whitepoint = Vector [100, 100, 100];			// ill. free
D3250_whitepoint = Vector [105.6590, 100, 45.8501];

Whitepoints = Enum [
	["D93", D93_whitepoint],
	["D75", D75_whitepoint],
	["D65", D65_whitepoint],
	["D55", D55_whitepoint],
	["D50", D50_whitepoint],
	["A", A_whitepoint],
	["B", B_whitepoint],
	["C", C_whitepoint],
	["E", E_whitepoint],
	["D3250", D3250_whitepoint]
];

/* Convert D50 XYZ to D65 using the bradford chromatic adaptation approx.
 */
im_D502D65 xyz
	= xyz'''
{
	xyz' = xyz / D50_whitepoint;

	rgb = recomb XYZ2RGBbrad xyz';

	// move white in bradford RGB
	rgb' = rgb / Vector [0.94, 1.02, 1.33];

	xyz'' = recomb RGBbrad2XYZ rgb';

	// back to D65
	xyz''' = xyz'' * D65_whitepoint;
}

/* Convert D65 XYZ to D50 using the bradford approx.
 */
im_D652D50 xyz
	= xyz'''
{
	xyz' = xyz / D65_whitepoint;

	rgb = recomb XYZ2RGBbrad xyz';

	// move white in bradford RGB
	rgb' = rgb * Vector [0.94, 1.02, 1.33];

	xyz'' = recomb RGBbrad2XYZ rgb';

	xyz''' = xyz'' * D50_whitepoint;
}

/* Convert D50 XYZ to Lab.
 */
im_D50XYZ2Lab xyz
	= im_XYZ2Lab_temp xyz 
		D50_whitepoint.value?0 
		D50_whitepoint.value?1 
		D50_whitepoint.value?2;

/* Convert D50 Lab to XYZ.
 */
im_D50Lab2XYZ lab
	= im_Lab2XYZ_temp lab 
		D50_whitepoint.value?0 
		D50_whitepoint.value?1 
		D50_whitepoint.value?2;

/* ... and mono conversions
 */
im_sRGB2mono in 
	= (image_set_type Image_type.B_W @ 
		clip2fmt (im_header_int "BandFmt" in) @ 
			recomb (Matrix [[.3, .6, .1]])) in;
im_mono2sRGB in 
	= image_set_type Image_type.sRGB (in ++ in ++ in);

im_sRGB2Lab in = im_XYZ2Lab (im_sRGB2XYZ in);

im_Lab2sRGB in = im_XYZ2sRGB (im_Lab2XYZ in);

/* apply a func to an image ... make it 1 or 3 bands, and reapply other bands
 * on the way out. Except if it's LABPACK.
 */
colour_apply fn x
	= fn x, b == 1 || b == 3 || c == Image_coding.LABPACK
	= x''
{
	b = get_bands x;
	c = get_coding x;

	first
		= extract_bands 0 3 x, b > 3
		= extract_bands 0 1 x;
	tail 
		= extract_bands 3 (b - 3) x, b > 3
		= extract_bands 1 (b - 1) x;
	x' = fn first;
	x'' = x' ++ clip2fmt (get_format x') tail;
}

/* Any 1-ary colour op, applied to Vector/Image/Matrix or image
 */
colour_unary fn x
	= oo_unary_function colour_op x, is_class x
	= colour_apply fn x, is_image x
	= colour_apply fn [x], is_real x
	= error (_ "bad arguments to " ++ "colour_unary")
{
	// COMPOUND_REWRAP ... signal to the colour class to go to image and 
	// back
	colour_op = Operator "colour_unary" 
		colour_object Operator_type.COMPOUND_REWRAP false;

	colour_object x
		= colour_real_list x, is_real_list x
		= map colour_real_list x, is_matrix x 
		= colour_apply fn x, is_image x 
		= error (_ "bad arguments to " ++ "colour_unary");

	colour_real_list l
		= (to_matrix (fn (float) (to_image (Vector l)).value)).value?0;
}

/* Any symmetric 2-ary colour op, applied to Vector/Image/Matrix or image ...
 * name is op name for error messages etc.
 */
colour_binary name fn x y
	= oo_binary_function colour_op x y, is_class x
	= oo_binary'_function colour_op x y, is_class y
	= fn x y, is_image x && is_image y
	= error (_ "bad arguments to " ++ name)
{
	colour_op = Operator name 
		colour_object Operator_type.COMPOUND_REWRAP true;

	colour_object x y
		= fn x y, is_image x && is_image y
		= colour_real_list fn x y, is_real_list x && is_real_list y
		= map (colour_real_list fn x) y, is_real_list x && is_matrix y 
		= map (colour_real_list (converse fn) y) x, 
			is_matrix x && is_real_list y 
		= map2 (colour_real_list fn) x y, is_matrix x && is_matrix y 
		= error (_ "bad arguments to " ++ name);

	colour_real_list fn l1 l2
		= (to_matrix (fn i1 i2)).value?0
	{
		i1 = (float) (to_image (Vector l1)).value;
		i2 = (float) (to_image (Vector l2)).value;
	}
}

_colour_conversion_table = [
	/* Lines are [space-from, space-to, conversion function]. Could do
	 * this as a big array, but table lookup feels safer.
	 */
	[B_W, B_W, image_set_type B_W],
	[B_W, XYZ, im_sRGB2XYZ @ im_mono2sRGB @ im_clip],
	[B_W, YXY, im_XYZ2Yxy @ im_sRGB2XYZ @ im_mono2sRGB @ im_clip],
	[B_W, LAB, im_sRGB2Lab @ im_mono2sRGB @ im_clip],
	[B_W, LCH, im_Lab2LCh @ im_sRGB2Lab @ im_mono2sRGB @ im_clip],
	[B_W, UCS, im_XYZ2UCS @ im_sRGB2XYZ @ im_mono2sRGB @ im_clip],
	[B_W, RGB, im_XYZ2disp @ im_sRGB2XYZ @ im_mono2sRGB @ im_clip],
	[B_W, sRGB, im_mono2sRGB @ im_clip],
	[B_W, LABQ, im_Lab2LabQ @ im_sRGB2Lab @ im_mono2sRGB @ im_clip],
	[B_W, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_sRGB2Lab @ 
		im_mono2sRGB @ im_clip],

	[XYZ, B_W, im_sRGB2mono @ im_XYZ2sRGB @ im_clip2f],
	[XYZ, XYZ, image_set_type XYZ],
	[XYZ, YXY, im_XYZ2Yxy @ im_clip2f],
	[XYZ, LAB, im_XYZ2Lab @ im_clip2f],
	[XYZ, LCH, im_Lab2LCh @ im_XYZ2Lab],
	[XYZ, UCS, im_XYZ2UCS @ im_clip2f],
	[XYZ, RGB, im_XYZ2disp @ im_clip2f],
	[XYZ, sRGB, im_XYZ2sRGB @ im_clip2f],
	[XYZ, LABQ, im_Lab2LabQ @ im_XYZ2Lab @ im_clip2f],
	[XYZ, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_XYZ2Lab @ im_clip2f],

	[YXY, B_W, im_sRGB2mono @ im_XYZ2sRGB @ im_Yxy2XYZ @ im_clip2f],
	[YXY, XYZ, im_Yxy2XYZ @ im_clip2f],
	[YXY, YXY, image_set_type YXY],
	[YXY, LAB, im_XYZ2Lab @ im_Yxy2XYZ @ im_clip2f],
	[YXY, LCH, im_Lab2LCh @ im_XYZ2Lab @ im_Yxy2XYZ @ im_clip2f],
	[YXY, UCS, im_XYZ2UCS @ im_Yxy2XYZ @ im_clip2f],
	[YXY, RGB, im_XYZ2disp @ im_Yxy2XYZ @ im_clip2f],
	[YXY, sRGB, im_XYZ2sRGB @ im_Yxy2XYZ @ im_clip2f],
	[YXY, LABQ, im_Lab2LabQ @ im_XYZ2Lab @ im_Yxy2XYZ @ im_clip2f],
	[YXY, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_XYZ2Lab @ im_Yxy2XYZ @
		im_clip2f],

	[LAB, B_W, im_sRGB2mono @ im_Lab2sRGB @ im_Lab2XYZ @ im_clip2f],
	[LAB, XYZ, im_Lab2XYZ @ im_clip2f],
	[LAB, YXY, im_XYZ2Yxy @ im_Lab2XYZ @ im_clip2f],
	[LAB, LAB, image_set_type LAB @ im_clip2f],
	[LAB, LCH, im_Lab2LCh @ im_clip2f],
	[LAB, UCS, im_Lab2UCS @ im_clip2f],
	[LAB, RGB, im_Lab2disp @ im_clip2f],
	[LAB, sRGB, im_Lab2sRGB @ im_clip2f],
	[LAB, LABQ, im_Lab2LabQ @ im_clip2f],
	[LAB, LABS, im_Lab2LabS @ im_clip2f],

	[LCH, B_W, im_sRGB2mono @ im_Lab2sRGB @ im_LCh2Lab @ im_clip2f],
	[LCH, XYZ, im_Lab2XYZ @ im_LCh2Lab @ im_clip2f],
	[LCH, YXY, im_XYZ2Yxy @ im_Lab2sRGB @ im_LCh2Lab @ im_clip2f],
	[LCH, LAB, im_LCh2Lab @ im_clip2f],
	[LCH, LCH, image_set_type LCH],
	[LCH, UCS, im_LCh2UCS @ im_clip2f],
	[LCH, RGB, im_Lab2disp @ im_LCh2Lab @ im_clip2f],
	[LCH, sRGB, im_Lab2sRGB @ im_LCh2Lab @ im_clip2f],
	[LCH, LABQ, im_Lab2LabQ @ im_LCh2Lab @ im_clip2f],
	[LCH, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_LCh2Lab @ im_clip2f],

	[UCS, B_W, im_sRGB2mono @ im_XYZ2sRGB @ im_UCS2XYZ @ im_clip2f],
	[UCS, XYZ, im_UCS2XYZ @ im_clip2f],
	[UCS, YXY, im_XYZ2Yxy @ im_Lab2XYZ @ im_UCS2Lab @ im_clip2f],
	[UCS, LAB, im_UCS2Lab @ im_clip2f],
	[UCS, LCH, im_UCS2LCh @ im_clip2f],
	[UCS, UCS, image_set_type UCS],
	[UCS, RGB, im_Lab2disp @ im_UCS2Lab @ im_clip2f],
	[UCS, sRGB, im_Lab2sRGB @ im_UCS2Lab @ im_clip2f],
	[UCS, LABQ, im_Lab2LabQ @ im_UCS2Lab @ im_clip2f],
	[UCS, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_UCS2Lab @ im_clip2f],

	[RGB, B_W, im_sRGB2mono @ im_XYZ2sRGB @ im_disp2XYZ @ im_clip],
	[RGB, XYZ, im_disp2XYZ @ im_clip],
	[RGB, YXY, im_XYZ2Yxy @ im_disp2XYZ @ im_clip],
	[RGB, LAB, im_disp2Lab @ im_clip],
	[RGB, LCH, im_Lab2LCh @ im_disp2Lab @ im_clip],
	[RGB, UCS, im_Lab2UCS @ im_disp2Lab @ im_clip],
	[RGB, RGB, image_set_type RGB],
	[RGB, sRGB, im_XYZ2sRGB @ im_disp2XYZ @ im_clip],
	[RGB, LABQ, im_Lab2LabQ @ im_disp2Lab @ im_clip],
	[RGB, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_disp2Lab @ im_clip],

	[sRGB, B_W, im_sRGB2mono],
	[sRGB, XYZ, im_sRGB2XYZ @ im_clip],
	[sRGB, YXY, im_XYZ2Yxy @ im_sRGB2XYZ @ im_clip],
	[sRGB, LAB, im_sRGB2Lab @ im_clip],
	[sRGB, LCH, im_Lab2LCh @ im_sRGB2Lab @ im_clip],
	[sRGB, UCS, im_XYZ2UCS @ im_sRGB2XYZ @ im_clip],
	[sRGB, RGB, im_XYZ2disp @ im_sRGB2XYZ @ im_clip],
	[sRGB, sRGB, image_set_type sRGB],
	[sRGB, LABQ, im_Lab2LabQ @ im_sRGB2Lab @ im_clip],
	[sRGB, LABS, im_LabQ2LabS @ im_Lab2LabQ @ im_sRGB2Lab @ im_clip],

	[LABQ, B_W, im_sRGB2mono @ im_Lab2sRGB @ im_LabQ2Lab],
	[LABQ, XYZ, im_Lab2XYZ @ im_LabQ2Lab],
	[LABQ, YXY, im_XYZ2Yxy @ im_Lab2XYZ @ im_LabQ2Lab],
	[LABQ, LAB, im_LabQ2Lab],
	[LABQ, LCH, im_Lab2LCh @ im_LabQ2Lab],
	[LABQ, UCS, im_Lab2UCS @ im_LabQ2Lab],
	[LABQ, RGB, im_LabQ2disp],
	[LABQ, sRGB, im_Lab2sRGB @ im_LabQ2Lab],
	[LABQ, LABQ, image_set_type LABQ],
	[LABQ, LABS, im_LabQ2LabS],

	[LABS, B_W, im_sRGB2mono @ im_Lab2sRGB @ im_LabQ2Lab @ 
		im_LabS2LabQ @ im_clip2s],
	[LABS, XYZ, im_Lab2XYZ @ im_LabQ2Lab @ im_LabS2LabQ @ im_clip2s],
	[LABS, YXY, im_XYZ2Yxy @ 
		im_Lab2XYZ @ im_LabQ2Lab @ im_LabS2LabQ @ im_clip2s],
	[LABS, LAB, im_LabS2Lab],
	[LABS, LCH, im_Lab2LCh @ im_LabQ2Lab @ im_LabS2LabQ @ im_clip2s],
	[LABS, UCS, im_Lab2UCS @ im_LabQ2Lab @ im_LabS2LabQ @ im_clip2s],
	[LABS, RGB, im_LabQ2disp @ im_LabS2LabQ @ im_clip2s],
	[LABS, sRGB, im_XYZ2sRGB @ 
		im_Lab2XYZ @ im_LabQ2Lab @ im_LabS2LabQ @ im_clip2s],
	[LABS, LABQ, im_LabS2LabQ @ im_clip2s],
	[LABS, LABS, image_set_type LABS]
]
{
	/* From Image_type ... repeat here for brevity. Use same ordering as
	 * in Colour menu for consistency.
	 */
	B_W = 1;
	XYZ = 12;
	YXY = 23;
	LAB = 13;
	LCH = 19;
	UCS = 18;
	RGB = 17;
	sRGB = 22;
	LABQ = 16;
	LABS = 21;
}

/* Transform between two colour spaces.
 */
colour_transform from to in
	= colour_unary _colour_conversion_table?i?2 in, i >= 0
	= error (_ "unable to convert " ++ Image_type.type_names.get_name from ++ 
		_ " to " ++ Image_type.type_names.get_name to)
{
	match x = x?0 == from && x?1 == to;
	i = index match _colour_conversion_table;
}

/* Transform to a colour space, assuming the type field in the input is
 * correct 
 */
colour_transform_to to in = colour_transform (get_type in) to in;

/* Given a list of things, try to make them all the same size. Don't change
 * the format. Don't touch non-image things.
 */
size_alike l
	= map enlarge l
{
	max_width = foldr (test_prop has_width get_width) 0 l;
	max_height = foldr (test_prop has_height get_height) 0 l;

	test_prop has get x best
		= best, !has x
		= max_pair best (get x);

	enlarge x
		= embed 0 0 0 max_width max_height x, has_width x
		= x;
}

/* Given a list of things, look for 1 band objects and bump them to to n -
 * band objects, where n is the maximum number of bands. Don't change the 
 * format. Don't touch non-image things.
 */
bands_alike l
	= map upband l
{
	max_bands = foldr (test_prop has_bands get_bands) 0 l;

	test_prop has get x best
		= best, !has x
		= max_pair best (get x);

	upband x
		= bandjoin (replicate max_bands x),
			has_bands x && get_bands x == 1
		= x;
}