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 …

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
Recovering a high dynamic range (HDR) image from a single low dynamic range (LDR)
input image is challenging due to missing details in under-/over-exposed regions caused by …

Text2light: Zero-shot text-driven hdr panorama generation

Z Chen, G Wang, Z Liu - ACM Transactions on Graphics (TOG), 2022 - dl.acm.org
High-quality HDRIs (High Dynamic Range Images), typically HDR panoramas, are one of
the most popular ways to create photorealistic lighting and 360-degree reflections of 3D …

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 …

Deep optics for single-shot high-dynamic-range imaging

CA Metzler, H Ikoma, Y Peng… - Proceedings of the …, 2020 - openaccess.thecvf.com
Abstract High-dynamic-range (HDR) imaging is crucial for many applications. Yet, acquiring
HDR images with a single shot remains a challenging problem. Whereas modern deep …

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 …

High dynamic range imaging

E Reinhard - Computer Vision: A Reference Guide, 2020 - Springer
High dynamic range (HDR) imaging comprises a range of techniques for capturing, storing,
editing, transmitting, and displaying images and video with an extended range of values …

Learning event guided high dynamic range video reconstruction

Y Yang, J Han, J Liang, I Sato… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Limited by the trade-off between frame rate and exposure time when capturing moving
scenes with conventional cameras, frame based HDR video reconstruction suffers from …

[BOEK][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 …

Single image HDR reconstruction using a CNN with masked features and perceptual loss

MS Santos, TI Ren, NK Kalantari - arxiv preprint arxiv:2005.07335, 2020 - arxiv.org
Digital cameras can only capture a limited range of real-world scenes' luminance, producing
images with saturated pixels. Existing single image high dynamic range (HDR) …