Deep learning for hdr imaging: State-of-the-art and future trends

L Wang, KJ Yoon - IEEE transactions on pattern analysis and …, 2021 - ieeexplore.ieee.org
High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range
of exposures, which is important in image processing, computer graphics, and computer …

HDR image reconstruction from a single exposure using deep CNNs

G Eilertsen, J Kronander, G Denes… - ACM transactions on …, 2017 - dl.acm.org
Camera sensors can only capture a limited range of luminance simultaneously, and in order
to create high dynamic range (HDR) images a set of different exposures are typically …

Expandnet: A deep convolutional neural network for high dynamic range expansion from low dynamic range content

D Marnerides, T Bashford‐Rogers… - Computer Graphics …, 2018 - Wiley Online Library
High dynamic range (HDR) imaging provides the capability of handling real world lighting as
opposed to the traditional low dynamic range (LDR) which struggles to accurately represent …

Hdrunet: Single image hdr reconstruction with denoising and dequantization

X Chen, Y Liu, Z Zhang, Y Qiao… - Proceedings of the …, 2021 - openaccess.thecvf.com
Most consumer-grade digital cameras can only capture a limited range of luminance in real-
world scenes due to sensor constraints. Besides, noise and quantization errors are often …

[图书][B] Advanced high dynamic range imaging

F Banterle, A Artusi, K Debattista, A Chalmers - 2017 - taylorfrancis.com
This book explores the methods needed for creating and manipulating HDR content. HDR is
a step change from traditional imaging; more closely matching what we see with our eyes. In …

A new journey from SDRTV to HDRTV

X Chen, Z Zhang, JS Ren, L Tian… - Proceedings of the …, 2021 - openaccess.thecvf.com
Nowadays modern displays are capable to render video content with high dynamic range
(HDR) and wide color gamut (WCG). However, most available resources are still in standard …

[PDF][PDF] Deep reverse tone mapping

Y Endo, Y Kanamori, J Mitani - ACM Trans. Graph, 2017 - researchgate.net
High dynamic range (HDR) images can convey much richer contrasts, like those found in the
real world, than can conventional low dynamic range (LDR) images. HDR techniques have …

Deep sr-itm: Joint learning of super-resolution and inverse tone-mapping for 4k uhd hdr applications

SY Kim, J Oh, M Kim - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
Recent modern displays are now able to render high dynamic range (HDR), high resolution
(HR) videos of up to 8K UHD (Ultra High Definition). Consequently, UHD HDR broadcasting …

Deep chain hdri: Reconstructing a high dynamic range image from a single low dynamic range image

S Lee, GH An, SJ Kang - IEEE Access, 2018 - ieeexplore.ieee.org
Recently, high dynamic range (HDR) imaging has attracted much attention as a technology
to reflect human visual characteristics owing to the development of the display and camera …

Glowgan: Unsupervised learning of hdr images from ldr images in the wild

C Wang, A Serrano, X Pan, B Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Most in-the-wild images are stored in Low Dynamic Range (LDR) form, serving as a partial
observation of the High Dynamic Range (HDR) visual world. Despite limited dynamic range …