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 …
of exposures, which is important in image processing, computer graphics, and computer …
HDR image reconstruction from a single exposure using deep CNNs
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 …
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
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 …
opposed to the traditional low dynamic range (LDR) which struggles to accurately represent …
Hdrunet: Single image hdr reconstruction with denoising and dequantization
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 …
world scenes due to sensor constraints. Besides, noise and quantization errors are often …
[LIBRO][B] Advanced high dynamic range imaging
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 step change from traditional imaging; more closely matching what we see with our eyes. In …
A new journey from SDRTV to HDRTV
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 …
(HDR) and wide color gamut (WCG). However, most available resources are still in standard …
[PDF][PDF] Deep reverse tone map**
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 …
real world, than can conventional low dynamic range (LDR) images. HDR techniques have …
Deep sr-itm: Joint learning of super-resolution and inverse tone-map** for 4k uhd hdr applications
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 …
(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
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 …
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
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 …
observation of the High Dynamic Range (HDR) visual world. Despite limited dynamic range …