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| #!/bin/bash
#
# Developed by Fred Weinhaus 11/21/2008 .......... revised 3/1/2020
#
# ------------------------------------------------------------------------------
#
# Licensing:
#
# Copyright © Fred Weinhaus
#
# My scripts are available free of charge for non-commercial use, ONLY.
#
# For use of my scripts in commercial (for-profit) environments or
# non-free applications, please contact me (Fred Weinhaus) for
# licensing arrangements. My email address is fmw at alink dot net.
#
# If you: 1) redistribute, 2) incorporate any of these scripts into other
# free applications or 3) reprogram them in another scripting language,
# then you must contact me for permission, especially if the result might
# be used in a commercial or for-profit environment.
#
# My scripts are also subject, in a subordinate manner, to the ImageMagick
# license, which can be found at: http://www.imagemagick.org/script/license.php
#
# ------------------------------------------------------------------------------
#
####
#
# USAGE: bilinearwarp [-f format] [-v vpmode] [-b bgcolor] "x1,y1 x2,y2 x3,y3 x4,y4" infile outfile
# USAGE: bilinearwarp [-h or -help]
#
# OPTIONS:
#
# "x1,y1 x2,y2 ..." four and only four control point x,y coordinates;
# these are where the corners of input image are
# desired in the output image; must be ordered clockwise
# starting with the point corresponding to the upper
# left corner of input image; floats>=0;
# list must be specified just prior to infile
# -f format format for output size; B or box (for bounding box)
# or I or input (for same as input); default=box
# -v vpmode any valid IM virtual-pixel mode; default=black
# -b bgcolor background color when virtual-pixel is set to
# background; Any valid IM color; default=black
#
###
#
# NAME: BILINEARWARP
#
# PURPOSE: To generate a proper four-point bilinear warp of the input image.
#
# DESCRIPTION: BILINEARWARP generate a proper four-point bilinear warp of the
# input image using the corners of the input image and the specified
# corresponding coordinates where it is desire that those corner points be
# located in the output image. The input coordinates are not specified as
# they will be found from the image dimensions. The four output x,y coordinates
# must be specified in clockwise order starting with the corresponding point to
# the upper left corner of the input image.
#
# OPTIONS:
#
# "x1,y1 x2,y2 x3,y3 x4,y4" ... LIST of x,y coordinates in the output image
# that correspond to where the corners of the input image are desired to be
# located. The input coordinates are not specified as they will be found from
# the image dimensions. The four output x,y coordinates must be specified in
# clockwise order starting with the corresponding point to the upper left
# corner of the input image. Values may be floats>=0.
#
# -f format ... FORMAT for output size. The choices are to make the output the
# same size as the input (value=I or input) or to make the output the size of
# the bounding box around the set of specified output control point coordinates
# (value=B or box). The default is B (bounding box).
#
# -v vpmode ... VPMODE is any valid IM virtual-pixel method.
# The default is black.
#
# -b bgcolor... BGCOLOR is the fill color for the background area outside
# of the warped image when the virtual-pixel method is specified as background.
# Any valid IM color may be used. Values should be enclosed in quotes if not
# color names. See http://imagemagick.org/script/color.php
#
# <a href="BilinearImageWarping2.pdf" target="_blank">Mathematical Background</a>
#
# NOTE: This script may be slow due to the use of -fx.
#
# CAVEAT: No guarantee that this script will work on all platforms, nor that
# trapping of inconsistent parameters is complete and foolproof. Use At Your
# Own Risk.
#
######
#
# set default value
format="box" #box or input
vpmode="black" #virtual-pixel mode
bgcolor="black" #background color when vpmode=background
# set directory for temporary files
dir="." # suggestions are dir="." or dir="/tmp"
# set up functions to report Usage and Usage with Description
PROGNAME=`type $0 | awk '{print $3}'` # search for executable on path
PROGDIR=`dirname $PROGNAME` # extract directory of program
PROGNAME=`basename $PROGNAME` # base name of program
usage1()
{
echo >&2 ""
echo >&2 "$PROGNAME:" "$@"
sed >&2 -e '1,/^####/d; /^###/g; /^#/!q; s/^#//; s/^ //; 4,$p' "$PROGDIR/$PROGNAME"
}
usage2()
{
echo >&2 ""
echo >&2 "$PROGNAME:" "$@"
sed >&2 -e '1,/^####/d; /^######/g; /^#/!q; s/^#*//; s/^ //; 4,$p' "$PROGDIR/$PROGNAME"
}
# function to report error messages, usage and exit
errMsg()
{
echo ""
echo $1
echo ""
usage1
exit 1
}
# function to test for minus at start of value of second part of option 1 or 2
checkMinus()
{
test=`echo "$1" | grep -c '^-.*$'` # returns 1 if match; 0 otherwise
[ $test -eq 1 ] && errMsg "$errorMsg"
}
# function to test if valid positive float point pair
testFloatPair()
{
v1=`echo $1 | cut -d, -f1`
v2=`echo $1 | cut -d, -f2`
test1=`expr "$v1" : '^[.0-9][.0-9]*$'`
test2=`expr "$v2" : '^[.0-9][.0-9]*$'`
[ $test1 -eq 0 -o $test2 -eq 0 ] && errMsg "$1 IS NOT A VALID POINT PAIR"
}
# test for correct number of arguments and get values
if [ $# -eq 0 ]
then
# help information
echo ""
usage2
exit 0
elif [ $# -gt 9 ]
then
errMsg "--- TOO MANY ARGUMENTS WERE PROVIDED ---"
else
while [ $# -gt 0 ]
do
# get parameter values
case "$1" in
-h|-help) # help information
echo ""
usage2
exit 0 ;;
-f) # get format
shift # to get the next parameter
# test if parameter starts with minus sign
errorMsg="--- INVALID FORMAT SPECIFICATION ---"
checkMinus "$1"
case "$1" in
B) format="box";;
b) format="box";;
box) format="box";;
I) format="input";;
i) format="input";;
input) format="input";;
*) errMsg="--- UNKNOWN FORMAT ---"
esac
;;
-v) # get vpmode
shift # to get the next parameter
# test if parameter starts with minus sign
errorMsg="--- INVALID VIRTUAL-PIXEL SPECIFICATION ---"
checkMinus "$1"
vpmode="$1"
;;
-b) # get bgcolor
shift # to get the next parameter
# test if parameter starts with minus sign
errorMsg="--- INVALID BACKGROUND COLOR SPECIFICATION ---"
checkMinus "$1"
bgcolor="$1"
;;
-) # STDIN and end of arguments
break
;;
-*) # any other - argument
errMsg "--- UNKNOWN OPTION ---"
;;
*) # end of arguments
break
;;
esac
shift # next option
done
fi
# extract and test point pair values
# get plist, infile and outfile
parms="$1"
infile="$2"
outfile="$3"
# test that infile provided
[ "$infile" = "" ] && errMsg "NO INPUT FILE SPECIFIED"
# test that outfile provided
[ "$outfile" = "" ] && errMsg "NO OUTPUT FILE SPECIFIED"
# process plist
# first pattern below replaces all occurrences of commas and spaces with a space => 1 2 3 4 5 6
# second pattern below replaces the first occurrence of a space with a comma => 1,2[ 3 4][ 5 6] - ignore [], they are for emphasis only
# third pattern below looks for all space number space number pairs and replaces them with a space followed by number1,number2 => 1,2 3,4 5,6
set - `echo "$parms" | sed 's/[, ][, ]*/ /g; s/ /,/; s/ \([^ ]*\) \([^ ]*\)/ \1,\2/g'`
# test for valid positive floats for x and y
index=0
plist=""
while [ $# -gt 0 ]
do
testFloatPair $1
plist="$plist $1"
shift
index=`expr $index + 1`
done
#remove leading space from plist
plist=`echo "$plist" | sed -n 's/ [ ]*\(.*\)/\1/p'`
[ "$plist" = "" ] && errMsg "--- NO POINT PAIRS WERE PROVIDED ---"
# test if 4 x,y control points
numpts=`echo "$plist" | wc -w`
[ $numpts -ne 4 ] && errMsg "--- REQUIRES 4 OUTPUT X,Y CONTROL POINTS ---"
# separate control points
point0=`echo "$plist" | cut -d\ -f1`
point1=`echo "$plist" | cut -d\ -f2`
point2=`echo "$plist" | cut -d\ -f3`
point3=`echo "$plist" | cut -d\ -f4`
# separate each point into x and y values
x0=`echo "$point0" | cut -d, -f1`
y0=`echo "$point0" | cut -d, -f2`
x1=`echo "$point1" | cut -d, -f1`
y1=`echo "$point1" | cut -d, -f2`
x2=`echo "$point2" | cut -d, -f1`
y2=`echo "$point2" | cut -d, -f2`
x3=`echo "$point3" | cut -d, -f1`
y3=`echo "$point3" | cut -d, -f2`
# setup temporary images and auto delete upon exit
# use mpc/cache to hold input image temporarily in memory
tmpA="$dir/bilinearwarp_$$.mpc"
tmpB="$dir/bilinearwarp_$$.cache"
trap "rm -f $tmpA $tmpB;" 0
trap "rm -f $tmpA $tmpB; exit 1" 1 2 3 15
trap "rm -f $tmpA $tmpB; exit 1" ERR
if convert -quiet "$infile" +repage "$tmpA"
then
# get last x and y pixel
nx=`convert $tmpA -format "%[fx:w-1]" info:`
ny=`convert $tmpA -format "%[fx:h-1]" info:`
else
errMsg "--- FILE $infile DOES NOT EXIST OR IS NOT AN ORDINARY FILE, NOT READABLE OR HAS ZERO SIZE ---"
fi
# BACKGROUND INFORMATION
#
# Test of proper bilinear interpolation as inverse transformation
# This inverts the 1 1/2 order transformation, which involves solving a quadratic equation
# This test only works on the whole image
#
# the forward bilinear transformation from rectangle to quadrilateral is of the form
# u,v are input (rectangle) coordinates
# x,y are output (quadrilateral) coordinates
# x = a0 + (a1 * u) + (a2 * v) + (a3 * u * v)
# y = b0 + (b1 * u) + (b2 * v) + (b3 * u * v)
#
# we want to find and use the inverse equation
# u = F(x,y)
# v = G(x,y)
# rectangle coordinates ordered clockwise from upper left corner
# 0 1
# _______________
# | |
# | |
# | |
# | |
# | |
# |______________|
#
# 3 2
if [ "$format" = "box" ]; then
# compute bounding box of output points
maxx=`convert xc: -format "%[fx:max($x3,max($x2,max($x1,max($x0,-1000000))))]" info:`
minx=`convert xc: -format "%[fx:min($x3,min($x2,min($x1,min($x0,1000000))))]" info:`
maxy=`convert xc: -format "%[fx:max($y3,max($y2,max($y1,max($y0,-1000000))))]" info:`
miny=`convert xc: -format "%[fx:min($y3,min($y2,min($y1,min($y0,1000000))))]" info:`
ww=`convert xc: -format "%[fx:floor($maxx-$minx)+1]" info:`
hh=`convert xc: -format "%[fx:floor($maxy-$miny)+1]" info:`
# compute output coords relative to bounding box
x0=`convert xc: -format "%[fx:$x0-$minx]" info:`
y0=`convert xc: -format "%[fx:$y0-$miny]" info:`
x1=`convert xc: -format "%[fx:$x1-$minx]" info:`
y1=`convert xc: -format "%[fx:$y1-$miny]" info:`
x2=`convert xc: -format "%[fx:$x2-$minx]" info:`
y2=`convert xc: -format "%[fx:$y2-$miny]" info:`
x3=`convert xc: -format "%[fx:$x3-$minx]" info:`
y3=`convert xc: -format "%[fx:$y3-$miny]" info:`
fi
# compute coefficients
# substitute u,v=0,0
a0=$x0
# substitute u,v=nx,0
a1=`convert xc: -format "%[fx:($x1 - $x0)/$nx]" info:`
# substitute u,v=0,ny
a2=`convert xc: -format "%[fx:($x3 - $x0)/$ny]" info:`
# substitute u,v=nx,ny
a3=`convert xc: -format "%[fx:($x0 - $x1 - $x3 + $x2)/($nx * $ny)]" info:`
# substitute u,v=0,0
b0=$y0
# substitute u,v=nx,0
b1=`convert xc: -format "%[fx:($y1 - $y0)/$nx]" info:`
# substitute u,v=0,ny
b2=`convert xc: -format "%[fx:($y3 - $y0)/$ny]" info:`
# substitute u,v=nx,ny
b3=`convert xc: -format "%[fx:($y0 - $y1 - $y3 + $y2)/($nx * $ny)]" info:`
# calculate quadratic coefficient constants
# solve for u in x equation
# then solve quadratic in v and take plus sign choice
A=`convert xc: -format "%[fx:($b2 * $a3) - ($b3 * $a2)]" info:`
B1=`convert xc: -format "%[fx:(($b0 * $a3) - ($b3 * $a0)) + (($b2 * $a1) - ($b1 * $a2))]" info:`
C1=`convert xc: -format "%[fx:($b0 * $a1) - ($b1 * $a0)]" info:`
debug="false"
if $debug; then
echo "x0,y0 = $x0,$y0"
echo "x1,y1 = $x1,$y1"
echo "x2,y2 = $x2,$y2"
echo "x3,y3 = $x3,$y3"
echo "a0=$a0"
echo "a1=$a1"
echo "a2=$a2"
echo "a3=$a3"
echo "b0=$b0"
echo "b1=$b1"
echo "b2=$b2"
echo "b3=$b3"
echo "A=$A"
echo "B1=$B1"
echo "C1=$C1"
fi
# set up for transparency
if [ "$vpmode" = "transparent" ]; then
channels="-channel rgba -matte"
xcolor="none"
else
channels=""
xcolor=""
fi
# set "skycolor" to same as either background or transparent
if [ "$vpmode" = "transparent" ]; then
skycolor="none"
elif [ "$vpmode" = "black" -o "$vpmode" = "white" -o "$vpmode" = "gray" ]; then
skycolor="$vpmode"
elif [ "$vpmode" = "background" ]; then
skycolor="$bgcolor"
else
skycolor="black"
fi
# for fx: i,j=output coords (replacing x,y) and is,il=input coords (replacing u,v)
# condition for skycolor is when square root argument (rt) is negative
if [ "$format" = "box" ]; then
convert \( -size ${ww}x${hh} xc:$xcolor \) \( $tmpA $channels \) \
-virtual-pixel $vpmode -background $bgcolor -monitor \
-fx "bb=$B1+($b3*i)-($a3*j); cc=$C1+($b1*i)-($a1*j); rt=(bb*bb)-(4*$A*cc); il=(-bb+sqrt(rt))/(2*$A); is=(i-$a0-($a2*il))/($a1+($a3*il)); rt<0?$skycolor:v.p{is,il}" "$outfile"
elif [ "$format" = "input" ]; then
convert $tmpA $channels -virtual-pixel $vpmode \
-background $bgcolor -monitor \
-fx "bb=$B1+($b3*i)-($a3*j); cc=$C1+($b1*i)-($a1*j); rt=(bb*bb)-(4*$A*cc); il=(-bb+sqrt(rt))/(2*$A); is=(i-$a0-($a2*il))/($a1+($a3*il)); rt<0?$skycolor:u.p{is,il}" "$outfile"
fi
exit 0 |
