CycleGAN for Flash-to-Ambient Image Conversion: A Style Transfer Approach

CycleGAN for Flash-to-Ambient Image Conversion: A Style Transfer Approach

With the increasing prominence of mobile photography, capturing high-quality images in low-light conditions, especially with flash, remains a significant challenge. This study introduces innovative deep learning techniques to convert flash images into ambient images, with a particular focus on style...

Full description

Saved in:
Bibliographic Details
Main Authors: Siddharth Ramanathan, Archit Mukherjee, U. Moulisvaran, K. P. Pramoth, Mohanaprasad Kothandaraman, P. Reena Monica, L. Ramesh Kumar, Sunil Gangele
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Mobile photography
low-light conditions
flash images
ambient images
deep learning techniques
style transfer
Online Access:https://ieeexplore.ieee.org/document/10772212/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/10772212/

Similar Items