# Image Color Extractor

Extract dominant colors from images using various algorithms including k-means clustering and histogram analysis

> Canonical page: https://elysiatools.com/en/tools/image-color-extractor

- **Category:** Design

- **Keywords:** image, color, extract, dominant, palette, analyze, kmeans, histogram

## Overview

The Image Color Extractor allows you to precisely identify and pull dominant color palettes from any image using advanced algorithms like K-Means clustering, histogram analysis, and median cut.

## Inputs

- **Image File** (file): Select an image to extract colors...
- **Number of Colors** (number): Number of colors to extract...
- **Extraction Algorithm** (select)
- **Color Format** (select)
- **Sample Size (pixels)** (number): Number of pixels to analyze...
- **Ignore White Colors** (checkbox): Exclude near-white colors from extraction
- **Ignore Black Colors** (checkbox): Exclude near-black colors from extraction

## When to use

- Creating a cohesive color scheme for a new web design project based on a reference image.
- Extracting brand-consistent colors from a logo or marketing asset for use in design software.
- Analyzing the color distribution of photography to ensure visual balance in digital compositions.

## How it works

- Upload your image file (JPEG, PNG, WebP, etc.) to the tool.
- Select your preferred extraction algorithm and specify the number of colors you wish to retrieve.
- Adjust optional settings like ignoring black or white tones to refine your palette.
- Generate the results in your desired format, such as HEX, RGB, or HSL.

## Use cases

- Web designers building style guides from mood boards.
- Graphic artists matching color themes for social media assets.
- Developers generating dynamic UI themes based on user-uploaded profile pictures.

## Frequently asked questions

### Which algorithm should I choose?

Use K-Means for speed, Histogram for simple frequency analysis, or Median Cut for high-quality, accurate color representation.

### Can I exclude background colors like white or black?

Yes, you can enable the 'Ignore White Colors' or 'Ignore Black Colors' checkboxes to filter out neutral tones from your palette.

### What image formats are supported?

The tool supports JPEG, PNG, WebP, GIF, BMP, and TIFF formats.

### How many colors can I extract at once?

You can extract between 1 and 20 dominant colors per image.

### What is the purpose of the Sample Size setting?

It determines how many pixels are analyzed from the image; higher values increase accuracy but may take slightly longer to process.

## Related tools

- [Image Trim Whitespace](https://elysiatools.com/en/tools/image-trim-whitespace): Remove whitespace and empty margins from images by detecting and trimming blank areas
- [Image Boolean AND](https://elysiatools.com/en/tools/image-boolean-and): Apply bitwise AND operation between two images to create intersection mask
- [Color Palette Extractor](https://elysiatools.com/en/tools/image-color-palette): Extract a beautiful color palette from any image
- [Image Color Picker](https://elysiatools.com/en/tools/image-color-picker): Pick colors from images by specifying coordinates. Get color values in HEX, RGB, HSL, HSV, and CMYK formats.
- [Image Boolean OR](https://elysiatools.com/en/tools/image-boolean-or): Apply bitwise OR operation between two images to create union mask
- [Image Boolean XOR](https://elysiatools.com/en/tools/image-boolean-xor): Apply bitwise XOR operation between two images to create difference mask
- [Image Noise Reduction](https://elysiatools.com/en/tools/image-noise-reduction): Reduce image noise using multiple algorithms including median, gaussian, and bilateral filtering
- [QR Code Decoder](https://elysiatools.com/en/tools/qr-code-decoder): Decode QR codes from images and extract the contained text or URLs

## Samples

- [Web Image Processing Python Samples](https://elysiatools.com/en/samples/web-image-processing-python): Web Python image processing examples using PIL/Pillow including reading, saving, resizing, and format conversion
- [Web Image Processing TypeScript Samples](https://elysiatools.com/en/samples/web-image-processing-typescript): Web TypeScript image processing examples including image read/save, scaling, and format conversion
- [Android Image Processing Java Samples](https://elysiatools.com/en/samples/android-image-processing-java): Android Java image processing examples including reading/saving images, scaling, and format conversion
- [Android Image Processing Kotlin Samples](https://elysiatools.com/en/samples/android-image-processing-kotlin): Android Kotlin image processing examples including reading/saving images, scaling, and format conversion