# Nighttime image enhancement using a new illumination boost algorithm
Repository which replicates the results obtained by Al-Ameen, Zohair in his paper entitled _[Nighttime image enhancement using a new illumination boost algorithm](https://ieeexplore.ieee.org/document/8741330)_, published at [IET Image Processing Journal](https://digital-library.theiet.org/content/journals/iet-ipr).
The code was implemented using MATLAB, following the steps presented in the paper.
## Usage
The [`illumination_boost.m`](./illumination_boost.m) file contains the main (and only) function for the algorithm. It accepts an RGB image, and a Lambda parameter used in equations `4` and `6` in the paper, which, according to the paper, acquire best results with values between 2 and 7. It returns an RGB image with `double` type.
A test file named [`test_illumination_boost.m`](./test_illumination_boost.m) is made available, to test the function with the images available in the [`input_images`](./input_images/) folder, varying the lambda parameter from 2 to 6.
There is also the file [`plot_with_histogram.m`](./plot_with_histogram.m) which generates histograms for the base image and the enhanced one, given an image and a lambda parameter.
## Results
Several results are available in the [`output_images`](./output_images/) folder, and some of them are displayed below:
![cat-example](./output_images/cat.jpg)
![airplane-example](./output_images/airplane.jpg)
![building-example](./output_images/building.jpg)
![girl-example](./output_images/girl.jpg)
![clock-example](./output_images/clock.jpg)
![maze-example](./output_images/maze.jpg)
## Disclaimer
This repository is not endorssed and/or affiliated in any way to Al-Ameen, Zohair. The paper was replicated for purely didactic purposes.
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增强算法AMMEN,从github上下载的
共53个文件
jpg:46个
m:3个
yml:1个
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2023-12-26
09:42:41
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AI-Ammen.zip (53个子文件)
AI-Ammen
output_images
building.jpg 65KB
sun.jpg 53KB
paris.jpg 45KB
airplane.jpg 46KB
house.jpg 61KB
clock.jpg 52KB
russia.jpg 52KB
bull.jpg 34KB
guy.jpg 30KB
veneza.jpg 48KB
clock_histogram.jpg 53KB
sunset.jpg 39KB
maze_histogram_3_4.jpg 75KB
girl_in_car.jpg 42KB
cat_histogram.jpg 24KB
girl.jpg 34KB
band.jpg 52KB
maze_histogram_2_5.jpg 73KB
city_at_night_histogram.jpg 70KB
girls.jpg 53KB
train.jpg 49KB
boat.jpg 48KB
city_at_night.jpg 55KB
sunset_histogram.jpg 47KB
cat.jpg 44KB
maze.jpg 53KB
plot_with_histogram.m 538B
input_images
building.jpg 150KB
sun.jpg 287KB
paris.jpg 58KB
airplane.jpg 99KB
house.jpg 18KB
clock.jpg 68KB
russia.jpg 477KB
bull.jpg 10KB
guy.jpg 18KB
veneza.jpg 5KB
sunset.jpg 58KB
girl_in_car.jpg 100KB
girl.jpg 334KB
band.jpg 181KB
girls.jpg 6KB
train.jpg 92KB
boat.jpg 66KB
city_at_night.jpg 137KB
cat.jpg 133KB
maze.jpg 354KB
_config.yml 27B
nighttime_image_enhancement_using_a_new_illumination_boost_algorithm.pdf 5.14MB
test_illumination_boost.m 1KB
.gitignore 5B
README.md 2KB
illumination_boost.m 1KB
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