Deep Learning-Based Patch-Wise Illumination Estimation for Enhanced Multi-Exposure Fusion

Deep Learning-Based Patch-Wise Illumination Estimation for Enhanced Multi-Exposure Fusion

This article suggests a unique technique for multi-exposure fusion using convolutional neural networks (CNNs) for patch-wise illumination estimates. Multi-exposure fusion is a crucial component of enhancing image quality, particularly in circumstances with erratic lighting. Our proposed approach mak...

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Bibliographic Details
Main Authors: Zainab AlZamili, Kassem M. Danach, Mondher Frikha
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
dynamic range expansion
image enhancement
multi-exposure fusion
patch-wise illumination estimation
Online Access:https://ieeexplore.ieee.org/document/10299802/

Internet

https://ieeexplore.ieee.org/document/10299802/

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