HDR image reconstruction from a single exposure using deep CNNs

20 October 2017

Papers citing "HDR image reconstruction from a single exposure using deep CNNs"

50 / 176 papers shown

Title
HDR Video Reconstruction with a Large Dynamic Dataset in Raw and sRGB Domains Huanjing Yue Yubo Peng Biting Yu Xuanwu Yin Zhenyu Zhou Jingyu Yang 3DV 22 3 0 10 Apr 2023
High Dynamic Range Imaging with Context-aware Transformer Fangfang Zhou Dan Zhang Zhengming Fu ViT 37 16 0 10 Apr 2023
Deep Quantigraphic Image Enhancement via Comparametric Equations Xiaomeng Wu Yongqing Sun Akisato Kimura 21 0 0 05 Apr 2023
HDR Imaging with Spatially Varying Signal-to-Noise Ratios Yiheng Chi Xingguang Zhang Stanley H. Chan 14 13 0 30 Mar 2023
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 22 7 0 27 Mar 2023
Learning a Practical SDR-to-HDRTV Up-conversion using New Dataset and Degradation Models Cheng Guo Leidong Fan Ziyu Xue Xiuhua Jiang 26 13 0 23 Mar 2023
Scale-aware Two-stage High Dynamic Range Imaging Hui Li Xuyang Yao Wuyuan Xie Miaohui Wang 17 0 0 12 Mar 2023
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement Chongyi Li Chunle Guo Man Zhou Zhexin Liang Shangchen Zhou Ruicheng Feng Chen Change Loy 25 93 0 23 Feb 2023
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention Tzu-Hao Chiang Hao-Chien Hsueh Ching-Chun Hsiao Ching-Chun Huang 32 1 0 14 Dec 2022
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal Lanqing Guo Chong Wang Wenhan Yang Siyu Huang Yufei Wang Hanspeter Pfister Bihan Wen DiffM 54 94 0 09 Dec 2022
Supervised Image Segmentation for High Dynamic Range Imaging A. Omrani Davide Moroni 16 0 0 06 Dec 2022
GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild Chao Wang Ana Serrano Xingang Pan Bin Chen Hans-Peter Seidel Christian Theobalt K. Myszkowski Thomas Leimkuehler GAN 31 15 0 22 Nov 2022
LHDR: HDR Reconstruction for Legacy Content using a Lightweight DNN Cheng Guo Xiuhua Jiang 3DV 29 7 0 21 Nov 2022
Towards Real World HDRTV Reconstruction: A Data Synthesis-based Approach Zhen Cheng Tao Wang Yong Li Fenglong Song C. Chen Zhiwei Xiong 36 7 0 06 Nov 2022
Single-Image HDR Reconstruction by Multi-Exposure Generation Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 37 24 0 28 Oct 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 19 23 0 24 Oct 2022
DeepHS-HDRVideo: Deep High Speed High Dynamic Range Video Reconstruction Zeeshan Khan Parth Shettiwar Mukul Khanna Shanmuganathan Raman 29 1 0 10 Oct 2022
Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping Aamir Mustafa Param Hanji Rafał K. Mantiuk 40 10 0 30 Sep 2022
Text2Light: Zero-Shot Text-Driven HDR Panorama Generation Zhaoxi Chen Guangcong Wang Ziwei Liu 97 30 0 20 Sep 2022
Global Priors Guided Modulation Network for Joint Super-Resolution and Inverse Tone-Mapping Gang He Shaoyi Long Li Xu Chang Wu Jinjia Zhou Ming-Ting Sun Xingsen Wen Yurong Dai SupR 25 3 0 14 Aug 2022
HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields Kim Jun-Seong Kim Yu-Ji Moon Ye-Bin Tae-Hyun Oh 28 41 0 14 Aug 2022
Deep Progressive Feature Aggregation Network for High Dynamic Range Imaging Jun Xiao Qian Ye Tianshan Liu Cong Zhang Kin-Man Lam 29 0 0 04 Aug 2022
High Dynamic Range and Super-Resolution from Raw Image Bursts Bruno Lecouat Thomas Eboli Jean Ponce Julien Mairal 13 22 0 29 Jul 2022
Joint Super-Resolution and Inverse Tone-Mapping: A Feature Decomposition Aggregation Network and A New Benchmark Gang Xu Yuchen Yang Liang Wang Xiantong Zhen Jun Xu SupR 23 4 0 07 Jul 2022
Learning Regularized Multi-Scale Feature Flow for High Dynamic Range Imaging Qian Ye Masanori Suganuma Jun Xiao Takayuki Okatani 21 3 0 06 Jul 2022
Segmentation Guided Deep HDR Deghosting K. Prabhakar Susmit Agrawal R. Venkatesh Babu 17 2 0 04 Jul 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 26 1 0 21 Jun 2022
Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering Gaochang Wu Yuemei Zhou Yebin Liu Lu Fang Tianyou Chai 3DH AI4CE 46 0 0 20 Jun 2022
SJ-HD^2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes Wei Li Shuai Xiao Tianhong Dai Shanxin Yuan Tao Wang Chengqiang Li Fenglong Song 33 6 0 20 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 33 13 0 07 Jun 2022
Semantically Supervised Appearance Decomposition for Virtual Staging from a Single Panorama Tiancheng Zhi B. Chen Ivaylo Boyadzhiev S. B. Kang M. Hebert S. Narasimhan 18 7 0 26 May 2022
Efficient Progressive High Dynamic Range Image Restoration via Attention and Alignment Network G. Yu Jin Zhang Zhe Ma Hongbin Wang 25 7 0 20 Apr 2022
HDR Reconstruction from Bracketed Exposures and Events Richard Shaw Sibi Catley-Chandar A. Leonardis Eduardo Pérez-Pellitero 3DV 42 5 0 28 Mar 2022
Deep Polarimetric HDR Reconstruction Juiwen Ting M. Shakeri Hong Zhang 9 2 0 27 Mar 2022
Multi-Bracket High Dynamic Range Imaging with Event Cameras Nico Messikommer Stamatios Georgoulis Daniel Gehrig S. Tulyakov Julius Erbach Alfredo Bochicchio Yuanyou Li Davide Scaramuzza 32 36 0 13 Mar 2022
A Mixed Quantization Network for Computationally Efficient Mobile Inverse Tone Mapping Juan Borrego-Carazo Mete Ozay Frederik Laboyrie Paul Wisbey MQ 21 0 0 12 Mar 2022
FCNet: A Convolutional Neural Network for Arbitrary-Length Exposure Estimation Jin Liang Yuchen Yang Anran Zhang Jun Xu Hui Li Xiantong Zhen 19 0 0 05 Mar 2022
Learning to Adapt to Light Kai-Fu Yang Cheng Cheng Shixuan Zhao Xian-Shi Zhang Yongjie Li 30 31 0 16 Feb 2022
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction Jia-Xuan Bai Jie Guo Chenchen Wang Zhenyu Chen Zhen He Shan Yang Piaopiao Yu Yan Zhang Yanwen Guo 3DV 38 10 0 13 Feb 2022
Unsupervised HDR Imaging: What Can Be Learned from a Single 8-bit Video? Francesco Banterle Demetris Marnerides Kurt Debattista Thomas Bashford-Rogers 15 3 0 11 Feb 2022
Stay Positive: Non-Negative Image Synthesis for Augmented Reality Katie Z Luo Guandao Yang Wenqi Xian Harald Haraldsson B. Hariharan Serge Belongie DiffM 23 5 0 01 Feb 2022
Virtual Coil Augmentation Technology for MR Coil Extrapolation via Deep Learning Cailian Yang Xianghao Liao Yuhao Wang Minghui Zhang Qiegen Liu 233 0 0 19 Jan 2022
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting K. Prabhakar Susmit Agrawal R. Venkatesh Babu 24 10 0 24 Dec 2021
MantissaCam: Learning Snapshot High-dynamic-range Imaging with Perceptually-based In-pixel Irradiance Encoding Haley M. So Julien N. P. Martel Piotr Dudek Gordon Wetzstein 21 9 0 09 Dec 2021
HDR-NeRF: High Dynamic Range Neural Radiance Fields Xin Huang Qi Zhang Feng Ying Hongdong Li Xuan Wang Qing Wang 31 126 0 29 Nov 2021
NeRF in the Dark: High Dynamic Range View Synthesis from Noisy Raw Images B. Mildenhall Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan Jonathan T. Barron 66 378 0 26 Nov 2021
HDRVideo-GAN: Deep Generative HDR Video Reconstruction Mrinal Anand Nidhin Harilal Chandan Kumar Shanmuganathan Raman AI4TS 38 4 0 22 Oct 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 21 87 0 20 Oct 2021
Learning a self-supervised tone mapping operator via feature contrast masking loss Chao Wang Bin Chen Hans-Peter Seidel K. Myszkowski Ana Serrano 16 10 0 19 Oct 2021
Invertible Tone Mapping with Selectable Styles Zhuming Zhang Menghan Xia Xueting Liu Chengze Li T. Wong 6 0 0 09 Oct 2021