Image improvement using image fusion techniques in multi exposure environment

Project Title

Image improvement using image fusion techniques in multi exposure environment

Project Area of Specialization Artificial IntelligenceProject Summary

This project of this project is to improve images using continuosly taken photos by either a camera and video camera. The series of photos taken then processed to make a better image more clear and more recognizeable. The main usage of this thing is basically in two aspects. First this thing will help us in better training and learning of many AI based algorathm, Second this project will help us in better security assesment, since simple cameras with simple post processing can give better and clear photos,

Project Objectives

The following tasks will be performed in this project:

1) Getting clear images using a series of images of single scene.

2) After this applying this algorithm over a video feed from a cemera.

3) After this, getting rid of image ghosting effect

Project Implementation Method

The implementation method includes a series of steps.

First, the algorathm is made and tested on simple images.

Secend, once the fusion is done on simple images then this algorathm is to be changed on live camera source.

After this, removal of ghost effect is also on the agenda.

Benefits of the Project

The main usage of this thing is basically in two aspects. First this thing will help us in better training and learning of many AI based algorathm. As the algorithm will have now better images to learn and to test.

Second this projet will help us in better security assesment, since simple cameras with simple post processing can give better and clear photos (video). this video can be analyzed by a computer algorathm or even some security staff.

Technical Details of Final Deliverable

The final objectives are as followings.

1) Designing of an efficient Image Fusion algorithm using multi-exposure images

2) Implementation of the algorithm

3) Performance evaluation of the algorithm

4) Optimization of the designed algorithm

Final Deliverable of the Project HW/SW integrated systemType of Industry Security Technologies Artificial Intelligence(AI), OthersSustainable Development Goals Industry, Innovation and Infrastructure, Partnerships to achieve the GoalRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	67000
Samsung LS27E330H Moniter	Equipment	1	32000	32000
MSI NVIDIA GeForce GTX 1060 Graphics Card	Equipment	1	35000	35000