Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?

Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?

11 February 2022

Francesco Banterle

Demetris Marnerides

Kurt Debattista

Thomas Bashford-Rogers

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Papers citing "Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video?"

14 / 14 papers shown

Title
NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results Eduardo Pérez-Pellitero Sibi Catley-Chandar A. Leonardis Radu Timofte 83 72 0 02 Jun 2021
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset Guanying Chen Chaofeng Chen Shi Guo Zhetong Liang Kwan-Yee K. Wong Lei Zhang 3DV AI4TS 116 56 0 27 Mar 2021
Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss Marcel Santana Santos Ing Ren Tsang N. Kalantari 110 148 0 15 May 2020
Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline Yu-Lun Liu Wei-Sheng Lai Yu-Sheng Chen Yi-Lung Kao Ming-Hsuan Yang Yung-Yu Chuang Jia-Bin Huang 101 234 0 02 Apr 2020
Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications Seunggeun Kim Jihyong Oh Munchurl Kim SupR 102 103 0 25 Apr 2019
Single-frame Regularization for Temporally Stable CNNs Gabriel Eilertsen Rafał K. Mantiuk Jonas Unger 80 43 0 27 Feb 2019
Image Correction via Deep Reciprocating HDR Transformation Xin Yang Ke Xu Yibing Song Qiang Zhang Xiaopeng Wei Rynson W. H. Lau 83 108 0 12 Apr 2018
ExpandNet: A Deep Convolutional Neural Network for High Dynamic Range Expansion from Low Dynamic Range Content Demetris Marnerides Thomas Bashford-Rogers Jonathan Hatchett Kurt Debattista 69 266 0 06 Mar 2018
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 88 857 0 17 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 135 3,166 0 29 Nov 2017
HDR image reconstruction from a single exposure using deep CNNs Gabriel Eilertsen J. Kronander G. Denes Rafał K. Mantiuk Jonas Unger 3DV 135 552 0 20 Oct 2017
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu AI4CE 79 484 0 30 Sep 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014