Debluring of Organic Images
This project is based on Image De-blurring techniques, in which we will retrieve text from some blurred images of different boards, signboards, advertisement boards, etc. The project outcome is going to deblur the text in blurred images. Images are taken in the specific environment depending upon th
2025-06-28 16:31:04 - Adil Khan
Debluring of Organic Images
Project Area of Specialization Computer ScienceProject SummaryThis project is based on Image De-blurring techniques, in which we will retrieve text from some blurred images of different boards, signboards, advertisement boards, etc. The project outcome is going to deblur the text in blurred images. Images are taken in the specific environment depending upon the luminosity and shade. The images should be organic. Further, the images are set to specific DPI i-e (300). The project also involves image processing using which images are set to some standard size.
Project ObjectivesThe main objective and working of our project is to deblur and retrieve text from such images which are hard to read. Users can also capture image in real time and send to server using mobile application and in back-end it will be converted to standards and retrieve text from it and show result. This project involves WEB APPLICATION and MOBILE APPLICATION. This is can be useful for educational and research purposes, etc.... Member 1(FA16-BCS-040) : WEB APPLICATION Member 2(FA16-BCS-042) : WEB APPLICATION Member 3(FA16-BCS-010) : MOBILE APPLICATION
Project Implementation MethodProject implementation starts from Matlab. We will use matlab techiniques such as deconvulution to implement project. Then we have to purchase a MATLAB Api to connect web, android and matlab.
Benefits of the ProjectProject is very usefull for personal as well as govt use.
The blurred images can easily be deblurred and text can be retrieved.
Technical Details of Final DeliverableA gpu is required as the matlab needs good gpu for ruuning this project. We will use matlab techiniques such as deconvulution to implement project. Then we have to purchase a MATLAB Api to connect web, android and matlab.
Final Deliverable of the Project Software SystemCore Industry SecurityOther Industries Education , Medical , Manufacturing , Transportation , Health , Telecommunication Core Technology Artificial Intelligence(AI)Other Technologies Internet of Things (IoT), RoboticsSustainable Development Goals Sustainable Cities and CommunitiesRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 60900 | |||
| Nvidia Gpu 1080 | Equipment | 1 | 60900 | 60900 |