Single-Image-Based Hdr Reconstruction

3 papers with code • 1 benchmarks • 2 datasets

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Most implemented papers

FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network

mukulkhanna/fhdr 24 Dec 2019

High dynamic range (HDR) image generation from a single exposure low dynamic range (LDR) image has been made possible due to the recent advances in Deep Learning.

Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

alex04072000/SingleHDR CVPR 2020

We model the HDRto-LDR image formation pipeline as the (1) dynamic range clipping, (2) non-linear mapping from a camera response function, and (3) quantization.

High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation

jqtangust/epce-hdr 31 Jul 2023

Besides, since all current datasets do not provide the corresponding relationship between the tone mapping function and the LDR image, we construct a new dataset with both synthetic and real images.