iTM-Net: Deep Inverse Tone Mapping Using Novel Loss Function Considering Tone Mapping Operator

In this paper, we propose a novel inverse tone mapping network, called “iTM-Net.” For training iTM-Net, we also propose a novel loss function that considers the non-linear relation between low dynamic range (LDR) and high dynamic range (HDR) images. For inverse tone mapping wit...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Yuma Kinoshita, Hitoshi Kiya
Format:	Article
Language:	English
Published:	IEEE 2019-01-01
Subjects:	Convolutional neural networks deep learning high dynamic range imaging inverse tone mapping loss function
Online Access:	https://ieeexplore.ieee.org/document/8723346/