DominantColors
ClusteringComponents
Colorize
ImageRecolor
ColorReplace
ColorDistance
ImageCollage
PadRight
RandomColor

Creative Arts
Image Processing

Season-Inspired Fashion Recoloring

Recolor an image using inspiration from seasonal photos with segmentation and color replacement

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Extract palettes from seasonal images and apply each to the same image using three approaches: label-based coloring after segmentation, direct mapping with ImageRecolor, and swaps with ColorReplace.

Start with an image of a pattern:

In[1]:=

pattern=

;

Group the image into 8 color-based regions so each pixel gets a simple label that can be used later:

In[2]:=

n=8;segmentation=ClusteringComponents[pattern,n];

Load the images for the seasonal palette inspiration:

In[3]:=

images=

;

For each image, pick its top n color, then pad to length

by cycling repeats:

In[4]:=

clist=PadRight[DominantColors[#,n,MinColorDistance0,DistanceFunction"CIE2000"],n,"Cyclic"]&/@images

Out[4]=



,



Color each segmented label

with the

-th color from a palette, producing a pattern colored according to every palette:

In[5]:=

Colorize[segmentation,ColorRulesMapIndexed[First[#2]#1&,#]]&/@clist

Out[5]=





Now create palettes of random colors.

Extract dominant colors from the pattern:

In[6]:=

colorpattern=DominantColors[pattern]

Out[6]=





Swap each color with random colors to generate 9 variants, then tile them into a collage:

In[7]:=

Table[ColorReplace[pattern,Thread[colorpatternRandomColor[Length[colorpattern]]],.15],9]//ImageCollage[#,ImagePadding2,BackgroundWhite]&

Out[17]=

Related Symbols

DominantColors
ClusteringComponents
Colorize
ImageRecolor
ColorReplace
ColorDistance
ImageCollage
PadRight
RandomColor

Publisher Information

Contributed by: Wolfram Staff

Wolfram Language Example Repository

Season-Inspired Fashion Recoloring

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Publisher Information