Introduction
In the field of digital photography, it is often difficult for an imaging device like a digital single-lens reflex camera to take an image in which all the objects are captured in focus. Typically, under a certain focal setting of optical lens, only the objects within the depth-of-field (DOF) have sharp appearance in the photograph while other objects are likely to be blurred. A popular technique to obtain an all-in-focus image is fusing multiple images of the same scene taken with different focal settings, which is known as multi-focus image fusion.
Aim
Aim of the project is to capture fully focused images with minimal specification smartphone camera.
Implementation
- Obtained an all-in-focus image by fusing multiple images of the same scene taken with different focal settings of camera using Deep CNN as described in the paper by Yu Liu.
- Modified the network to make it as light as possible and written using TensorFlow library to build in android.
Results
Project Contributors
- Kartik Paigwar | k.kartikpaigwar@gmail.com
- Kartik Sonu | kartiksonu39@gmail.com
Project Supervisor
- Prof. Shital Chiddarwar | shitalsc@mech.vnit.ac.in