Awesome
PIE
This code implements the paper of "A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation" ,TIP,in 2015. Since the original project,Xueyang Fu, is wirten by Matlab and provide ".p" file for encryption,this project is made for throughly understand the idea behind the paper.
Usage
Run the command "python main.py -i dataDir", where "dataDir" specifies the figures to be processed. For more information, please see the "main.py" in detail.
Sample Results
| input | illumination | reflectance | enhanced |
|---|---|---|---|
| <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/1.bmp" width = "200" height = "300" alt="in"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/1_I.jpg" width = "200" height = "300" alt="il"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/1_R.jpg" width = "200" height = "300" alt="ref"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/1_res.jpg" width = "200" height = "300" alt="res"/> |
| input | enhanced |
|---|---|
| <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/3.bmp" width = "400" height = "400" alt="3in"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/3_res.jpg" width = "400" height = "400" alt="3out"/> |
| <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/4.bmp" width = "400" height = "400" alt="4in"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/4_res.jpg" width = "400" height = "400" alt="4out"/> |
| <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/6.bmp" width = "400" height = "400" alt="6in"/> | <img src="https://github.com/DavidQiuChao/PIE/blob/main/figs/6_res.jpg" width = "400" height = "400" alt="6out"/> |