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OpenCV-histlib

HistLib is a C++ histogram visualization and manipulation library built with OpenCV. This library provides the ability to create custom histograms, generate histograms from grayscale/color images, and apply value channel normalization using a set of simple functions.

Please see Samples on how to use this library.

Input image Corresponding RGB histogram
Input Histogram

Changes

Version 0.3

  • Switched to the CMake build system
  • Refactored functions into an object oriented library
  • Cleaner sample code
  • Extensive commenting

Install

Checkout or extract the source into `/code/opencv-histlib`

# Make a new build directory for the project
mkdir ~/code/build/opencv-histlib
cd ~/code/build/opencv-histlib

# Initialize the CMake build environment
cmake ~/code/opencv-histlib/

# Copy images to the build directory  (required to run the sample code)
cp -Rf ~/code/opencv-histlib/images ./

# Build and run the sample code
make
./sample

The output from sample should look like this:

Created single channel histogram: ramp.hist.png
Created value histogram: bars.value.hist.png
Created BGR histogram: bars.rgb.hist.png
Created value histogram: sunset.gray.hist.png
Created BGR histogram: sunset.bgr.hist.png
Created value histogram: fiveShadesLowContrast.value.hist.png
Created value histogram: fiveShadesLowContrastNorm.value.hist.png
Created normalized image: fiveShadesLowContrastNorm.png
Created clipped image: fiveShadesLowContrastClipped.value.png
Created value histogram: fiveShadesLowContrastClipped.value.hist.png
Created value histogram: fiveShades.value.hist.png
Created value histogram: fiveShadesNorm.value.hist.png

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Histogram visualization and image processing

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