/Low-light-Image-Enhancement

Low-light-Image-Enhancement

Primary LanguageC++MIT LicenseMIT

Fast Speed Low-light-Image-Enhancement

C++ implementation of two low-light image enhancement techniques

  • A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement
  • LIME: Low-Light Image Enhancement via Illumination Map Estimation

Requirements

  • cmake
  • eigen-3.4
  • OpenCV-3.X

Usage

c++
mkdir build
cmake -DFAST_SMOOTH=1 ..
make -j4
./main <input_image>

python
mkdir build
cmake -DFAST_SMOOTH=1 -DOPEN_PYBIND11=1 ..
make -j4
cd ..
python3 enhancement.py

time-consuming statistics(mac m1)

  • LIME 8ms (960*720)
  • BIMEF 30ms (960*720)

Results

  • LIME

  • BIMEF