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C++ Libraries and Command Line Tool for simulation of the imaging chain including scene simulation, optics, image sensor, and image processing

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megborek/CameraSimulator

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CameraSimulator

This project simulates the behavior of an image sensor, including capturing light, adding noise, applying a color filter array (CFA), simulating optical diffraction, and demosaicing the image.

Directory Structure

ImageSensorSimulation/
├── CMakeLists.txt
├── conanfile.txt
├── include/
│ └── ImageSensor.h
│ └── CFAPattern.h
├── src/
│ └── CMakeLists.txt
│ └── ImageSensor.cpp
│ └── CFAPattern.cpp
├── app/
│ └── CMakeLists.txt
│ └── main.cpp
└── build/ (created during the build process)

Requirements

  • CMake 3.10 or higher
  • Conan package manager
  • A C++ compiler (e.g., g++, clang++)

Setup Instructions

1. Install Conan

Install Conan using pip:

pip install conan

If you do not already have a Conan profile configured, you can run:

conan profile detect --force

2. Build Dependencies

Create a build directory in the top-level directory. Change directory to this build directory and build the missing dependencies.

mkdir build
cd build
conan install --build missing ..

Configure your build environment by typing

cmake ..

Build the project with your preferred compiler

make

OR

ninja

REQUIREMENTS

  • C++ compiler that supports C++17 dialect/ISO standard

DEPENDENCIES

  • OpenCV 4
  • CLI11

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C++ Libraries and Command Line Tool for simulation of the imaging chain including scene simulation, optics, image sensor, and image processing

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