static VipsImage * thumbnail_shrink( VipsObject *process, VipsImage *in ) { VipsImage **t = (VipsImage **) vips_object_local_array( process, 10 ); VipsInterpretation interpretation = linear_processing ? VIPS_INTERPRETATION_XYZ : VIPS_INTERPRETATION_sRGB; /* TRUE if we've done the import of an ICC transform and still need to * export. */ gboolean have_imported; /* TRUE if we've premultiplied and need to unpremultiply. */ gboolean have_premultiplied; VipsBandFormat unpremultiplied_format; /* Sniff the incoming image and try to guess what the alpha max is. */ double max_alpha; double shrink; /* RAD needs special unpacking. */ if( in->Coding == VIPS_CODING_RAD ) { vips_info( "vipsthumbnail", "unpacking Rad to float" ); /* rad is scrgb. */ if( vips_rad2float( in, &t[0], NULL ) ) return( NULL ); in = t[0]; } /* Try to guess what the maximum alpha might be. */ max_alpha = 255; if( in->BandFmt == VIPS_FORMAT_USHORT ) max_alpha = 65535; /* In linear mode, we import right at the start. * * We also have to import the whole image if it's CMYK, since * vips_colourspace() (see below) doesn't know about CMYK. * * This is only going to work for images in device space. If you have * an image in PCS which also has an attached profile, strange things * will happen. */ have_imported = FALSE; if( (linear_processing || in->Type == VIPS_INTERPRETATION_CMYK) && in->Coding == VIPS_CODING_NONE && (in->BandFmt == VIPS_FORMAT_UCHAR || in->BandFmt == VIPS_FORMAT_USHORT) && (vips_image_get_typeof( in, VIPS_META_ICC_NAME ) || import_profile) ) { if( vips_image_get_typeof( in, VIPS_META_ICC_NAME ) ) vips_info( "vipsthumbnail", "importing with embedded profile" ); else vips_info( "vipsthumbnail", "importing with profile %s", import_profile ); if( vips_icc_import( in, &t[1], "input_profile", import_profile, "embedded", TRUE, "pcs", VIPS_PCS_XYZ, NULL ) ) return( NULL ); in = t[1]; have_imported = TRUE; } /* To the processing colourspace. This will unpack LABQ as well. */ vips_info( "vipsthumbnail", "converting to processing space %s", vips_enum_nick( VIPS_TYPE_INTERPRETATION, interpretation ) ); if( vips_colourspace( in, &t[2], interpretation, NULL ) ) return( NULL ); in = t[2]; /* If there's an alpha, we have to premultiply before shrinking. See * https://github.com/jcupitt/libvips/issues/291 */ have_premultiplied = FALSE; if( in->Bands == 2 || (in->Bands == 4 && in->Type != VIPS_INTERPRETATION_CMYK) || in->Bands == 5 ) { vips_info( "vipsthumbnail", "premultiplying alpha" ); if( vips_premultiply( in, &t[3], "max_alpha", max_alpha, NULL ) ) return( NULL ); have_premultiplied = TRUE; /* vips_premultiply() makes a float image. When we * vips_unpremultiply() below, we need to cast back to the * pre-premultiply format. */ unpremultiplied_format = in->BandFmt; in = t[3]; } shrink = calculate_shrink( in ); if( vips_resize( in, &t[4], 1.0 / shrink, NULL ) ) return( NULL ); in = t[4]; if( have_premultiplied ) { vips_info( "vipsthumbnail", "unpremultiplying alpha" ); if( vips_unpremultiply( in, &t[5], "max_alpha", max_alpha, NULL ) || vips_cast( t[5], &t[6], unpremultiplied_format, NULL ) ) return( NULL ); in = t[6]; } /* Colour management. * * If we've already imported, just export. Otherwise, we're in * device space and we need a combined import/export to transform to * the target space. */ if( have_imported ) { if( export_profile || vips_image_get_typeof( in, VIPS_META_ICC_NAME ) ) { vips_info( "vipsthumbnail", "exporting to device space with a profile" ); if( vips_icc_export( in, &t[7], "output_profile", export_profile, NULL ) ) return( NULL ); in = t[7]; } else { vips_info( "vipsthumbnail", "converting to sRGB" ); if( vips_colourspace( in, &t[7], VIPS_INTERPRETATION_sRGB, NULL ) ) return( NULL ); in = t[7]; } } else if( export_profile && (vips_image_get_typeof( in, VIPS_META_ICC_NAME ) || import_profile) ) { VipsImage *out; vips_info( "vipsthumbnail", "exporting with profile %s", export_profile ); /* We first try with the embedded profile, if any, then if * that fails try again with the supplied fallback profile. */ out = NULL; if( vips_image_get_typeof( in, VIPS_META_ICC_NAME ) ) { vips_info( "vipsthumbnail", "importing with embedded profile" ); if( vips_icc_transform( in, &t[7], export_profile, "embedded", TRUE, NULL ) ) { vips_warn( "vipsthumbnail", _( "unable to import with " "embedded profile: %s" ), vips_error_buffer() ); vips_error_clear(); } else out = t[7]; } if( !out && import_profile ) { vips_info( "vipsthumbnail", "importing with fallback profile" ); if( vips_icc_transform( in, &t[7], export_profile, "input_profile", import_profile, "embedded", FALSE, NULL ) ) return( NULL ); out = t[7]; } /* If the embedded profile failed and there's no fallback or * the fallback failed, out will still be NULL. */ if( out ) in = out; } if( delete_profile && vips_image_get_typeof( in, VIPS_META_ICC_NAME ) ) { vips_info( "vipsthumbnail", "deleting profile from output image" ); if( !vips_image_remove( in, VIPS_META_ICC_NAME ) ) return( NULL ); } return( in ); }
static int vips_smartcrop_attention( VipsSmartcrop *smartcrop, VipsImage *in, int *left, int *top ) { /* From smartcrop.js. */ static double skin_vector[] = {-0.78, -0.57, -0.44}; static double ones[] = {1.0, 1.0, 1.0}; VipsImage **t = (VipsImage **) vips_object_local_array( VIPS_OBJECT( smartcrop ), 24 ); double hscale; double vscale; double sigma; double max; int x_pos; int y_pos; /* The size we shrink to gives the precision with which we can place * the crop */ hscale = 32.0 / in->Xsize; vscale = 32.0 / in->Ysize; sigma = VIPS_MAX( sqrt( pow( smartcrop->width * hscale, 2 ) + pow( smartcrop->height * vscale, 2 ) ) / 10, 1.0 ); if ( vips_resize( in, &t[17], hscale, "vscale", vscale, NULL ) ) return( -1 ); /* Simple edge detect. */ if( !(t[21] = vips_image_new_matrixv( 3, 3, 0.0, -1.0, 0.0, -1.0, 4.0, -1.0, 0.0, -1.0, 0.0 )) ) return( -1 ); /* Convert to XYZ and just use the first three bands. */ if( vips_colourspace( t[17], &t[0], VIPS_INTERPRETATION_XYZ, NULL ) || vips_extract_band( t[0], &t[1], 0, "n", 3, NULL ) ) return( -1 ); /* Edge detect on Y. */ if( vips_extract_band( t[1], &t[2], 1, NULL ) || vips_conv( t[2], &t[3], t[21], "precision", VIPS_PRECISION_INTEGER, NULL ) || vips_linear1( t[3], &t[4], 5.0, 0.0, NULL ) || vips_abs( t[4], &t[14], NULL ) ) return( -1 ); /* Look for skin colours. Taken from smartcrop.js. */ if( /* Normalise to magnitude of colour in XYZ. */ pythagoras( smartcrop, t[1], &t[5] ) || vips_divide( t[1], t[5], &t[6], NULL ) || /* Distance from skin point. */ vips_linear( t[6], &t[7], ones, skin_vector, 3, NULL ) || pythagoras( smartcrop, t[7], &t[8] ) || /* Rescale to 100 - 0 score. */ vips_linear1( t[8], &t[9], -100.0, 100.0, NULL ) || /* Ignore dark areas. */ vips_more_const1( t[2], &t[10], 5.0, NULL ) || !(t[11] = vips_image_new_from_image1( t[10], 0.0 )) || vips_ifthenelse( t[10], t[9], t[11], &t[15], NULL ) ) return( -1 ); /* Look for saturated areas. */ if( vips_colourspace( t[1], &t[12], VIPS_INTERPRETATION_LAB, NULL ) || vips_extract_band( t[12], &t[13], 1, NULL ) || vips_ifthenelse( t[10], t[13], t[11], &t[16], NULL ) ) return( -1 ); /* Sum, blur and find maxpos. * * The amount of blur is related to the size of the crop * area: how large an area we want to consider for the scoring * function. */ if( vips_sum( &t[14], &t[18], 3, NULL ) || vips_gaussblur( t[18], &t[19], sigma, NULL ) || vips_max( t[19], &max, "x", &x_pos, "y", &y_pos, NULL ) ) return( -1 ); /* Centre the crop over the max. */ *left = VIPS_CLIP( 0, x_pos / hscale - smartcrop->width / 2, in->Xsize - smartcrop->width ); *top = VIPS_CLIP( 0, y_pos / vscale - smartcrop->height / 2, in->Ysize - smartcrop->height ); return( 0 ); }