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Learning a practical sdr-to-hdrtv up-conversion using new dataset and degradation models
C Guo, L Fan, Z Xue, X Jiang - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
In media industry, the demand of SDR-to-HDRTV up-conversion arises when users possess
HDR-WCG (high dynamic range-wide color gamut) TVs while most off-the-shelf footage is …
HDR-WCG (high dynamic range-wide color gamut) TVs while most off-the-shelf footage is …
4K-Resolution Photo Exposure Correction at 125 FPS with~ 8K Parameters
The illumination of improperly exposed photographs has been widely corrected using deep
convolutional neural networks or Transformers. Despite with promising performance, these …
convolutional neural networks or Transformers. Despite with promising performance, these …
DCDR-UNet: Deformable Convolution Based Detail Restoration via U-shape Network for Single Image HDR Reconstruction
Single image based HDR reconstruction methods using deep neural network have been
proposed to mainly restore the lost details in the overexposed region. However they cannot …
proposed to mainly restore the lost details in the overexposed region. However they cannot …
Comparison of single image HDR reconstruction methods—the caveats of quality assessment
As the problem of reconstructing high dynamic range (HDR) images from a single exposure
has attracted much research effort, it is essential to provide a robust protocol and clear …
has attracted much research effort, it is essential to provide a robust protocol and clear …
High dynamic range and super-resolution from raw image bursts
Lhdr: Hdr reconstruction for legacy content using a lightweight dnn
C Guo, X Jiang - Proceedings of the Asian Conference on …, 2022 - openaccess.thecvf.com
High dynamic range (HDR) image is widely-used in graphics and photography due to the
rich information it contains. Recently the community has started using deep neural network …
rich information it contains. Recently the community has started using deep neural network …
Perceptual assessment and optimization of HDR image rendering
High dynamic range (HDR) rendering has the ability to faithfully reproduce the wide
luminance ranges in natural scenes but how to accurately assess the rendering quality is …
luminance ranges in natural scenes but how to accurately assess the rendering quality is …
Hybrid conditional deep inverse tone map**
T Shao, D Zhai, J Jiang, X Liu - … of the 30th ACM International Conference …, 2022 - dl.acm.org
Emerging modern displays are capable to render ultra-high definition (UHD) media contents
with high dynamic range (HDR) and wide color gamut (WCG). Although more and more …
with high dynamic range (HDR) and wide color gamut (WCG). Although more and more …