项目作者: tuvovan

项目描述 :
Enhancing low light images by bracketing low light image to generate HDR image
高级语言: Python
项目地址: git://github.com/tuvovan/EnhanceHDR.git
创建时间: 2020-09-16T12:54:32Z
项目社区:https://github.com/tuvovan/EnhanceHDR

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Enhancing HDR

Enhancing low light image by bracketing virtual exposed images

Content

Getting Started

  • Clone the repository

Prerequisites

  • opencv
  • Python 3.6+
  • numpy
  1. pip install -r requirements.txt

Running

Training

  1. ```
  2. python main.py
  3. ```

Usage

Training

  1. usage: main.py [-h] [--image_path IMAGES_PATH]
  2. [--filter True]
  1. optional arguments: -h, --help show this help message and exit
  2. --images_path path to image
  3. --filter use guided filter or weighted least square filter

Result

INPUT | OUTPUT |
|:—-:|:—-:|
INPUT | OUTPUT |
INPUT | OUTPUT |
| input | output |

License

This project is licensed under the MIT License - see the LICENSE file for details

Acknowledgments

  • This work based on different scientific papers with the following modification:
    • replacing the weighted least square filter by guided filter to enhance the speed.
    • changing the weighting solution for merging images.
  • Any ideas on updating or misunderstanding, please send me an email: vovantu.hust@gmail.com
  • If you find this repo helpful, kindly give me a star.