The aim of this project is to segment any image into foreground and background, for which the concept of defocus map is used.
More details about the project and how the defocus map is extracted from an image is described in the project report here.
Team Members:
- Harshal Mittal (16116020)
- Harshit Bansal (16116021)
- Shubham Maheshwari (16116065)
The project is organised as follows :
.
├── gen_bokeh_image.py # main project module
│── face_detection.py # face detection module
│── bilateral_filter.py # 2D bilateral filtering module
│── closed_form_matting.py # external module (used for matting laplacian)
│── haarcascade_frontalface_default.xml # external module (used in face_detection.py)
The code is in python3. To generate the results:
python3 gen_bokeh_image.py <path/to/your/img/file>