Hdr-gan: Hdr image reconstruction from multi-exposed ldr images with large motions

Y Niu, J Wu, W Liu, W Guo… - … Transactions on Image …, 2021 - ieeexplore.ieee.org
… misalignment among the LDR images. The other … LDR exposures. Thus, it requires the HDR
generation model to be able to properly fuse the LDR images and restore the missing details

HDR image reconstruction from a single exposure using deep CNNs

G Eilertsen, J Kronander, G Denes… - ACM transactions on …, 2017 - dl.acm.org
image data, we can reconstruct the highlight information … can be recovered (top row), as
well as colors and details of … each HDR image we then simulate a set of corresponding LDR

Image correction via deep reciprocating HDR transformation

X Yang, K Xu, Y Song, Q Zhang… - Proceedings of the …, 2018 - openaccess.thecvf.com
… Today’s cameras still require the photographer to … recover the details in the HDR domain
and then the LDR correction network (f2) to transfer the recovered HDR details back to the LDR

LiTMNet: A deep CNN for efficient HDR image reconstruction from a single LDR image

G Wu, R Song, M Zhang, X Li, PL Rosin - Pattern Recognition, 2022 - Elsevier
LDR image as input and recovers the lost information in its saturated regions to reconstruct
an HDR image. To … This paper presents a method for recovering saturated image regions to …

LA-HDR: Light adaptive HDR reconstruction framework for single LDR image considering varied light conditions

X Hu, L Shen, M Jiang, R Ma… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… for the luminance range recovery, and then recovers the HDR image details with an additional
… Durand, “Learning photographic global tonal adjustment with a database of input/output …

Single-image HDR reconstruction by learning to reverse the camera pipeline

YL Liu, WS Lai, YS Chen, YL Kao… - Proceedings of the …, 2020 - openaccess.thecvf.com
… HDR image datasets, one with synthetic LDR images and the … Their focus is on restoring an
8bit image from lower bit-depth … at recovering a 32-bit floating-point image from an 8-bit LDR

A two-stage deep network for high dynamic range image reconstruction

SM A Sharif, RA Naqvi, M Biswas… - Proceedings of the …, 2021 - openaccess.thecvf.com
LDR to HDR formation as an image to image translation task. Therefore, the proposed deep
network aims to recover 16-bit HDR images as … • Smartphone: Smartphone photography has …

LDR image to HDR image mapping with overexposure preprocessing

Y Huo, F Yang, V Brost, B Gu - IEICE Transactions on …, 2013 - search.ieice.org
… color consistency, we carry out color recovery to the preprocessed image. … LDR with Reinhard
et al.’s photographic tone mapping operator [27] and showed a part of these LDR images

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
… pairs or exposure stacks, our method enables the recovery of HDR imagery from LDR
Recovering high dynamic range radiance maps from photographs. In Proc. ACM SIGGRAPH…

Correcting over-exposure in photographs

D Guo, Y Cheng, S Zhuo, T Sim - 2010 IEEE Computer Society …, 2010 - ieeexplore.ieee.org
… in an existing photograph by recovering the color and light… Instead of estimating the actual
value and re-mapping to LDR… the image range, we directly estimate the value in the output …