原文链接: HDR Video Reconstruction with a Large Dynamic Dataset in Raw and sRGB Domainsarxiv.org/abs/2304.04773 LDR-HDR训练对的可用性对于HDR重建质量至关重要。然而,由于难以同时捕获LDR-HDR帧,因此仍然没有用于动态场景的真正的LDR-HDR对。在这项工作中,我们建议使用交替传感器同时捕获两个交替曝光图像,...
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset论文笔记 Arthur Wong Love AI & Life3 人赞同了该文章 原文链接: https://arxiv.org/abs/2103.14943arxiv.org/abs/2103.14943 从交替曝光拍摄的序列中重建高动态范围(HDR)视频是一个非常具有挑战性的问题。现有...
YouTube SFV+HDR Quality Dataset 8 Jun 2024·Yilin Wang,Joong Gon Yim,Neil Birkbeck,Balu Adsumilli· The popularity of Short form videos (SFV) has grown dramatically in the past few years, and has become a phenomenal video category with billions of viewers. Meanwhile, High Dynamic Range (HDR...
A comprehensive performance evaluation is then presented of five state-of-the-art HDR video coding methods, namely HDR-MPEG, HDR10 (PQ), HLG HDR-TV, AdaptRes and SHVC-based coding method. The evaluation was performed on a HDR video dataset considering two HDR display configurations with four ...
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset (ICCV 2021) Guanying Chen,Chaofeng Chen,Shi Guo,Zhetong Liang,Kwan-Yee K. Wong,Lei Zhang Table of Contents Overview: We provide testing and training codes. Details of the training and testing dataset can ...
Since Spike2Flow has not been trained for HDR scenes, we finetune it with our synthetic dataset. The dataset utilized to train RMB-Net includes three components: RMB spikings, ground truth optical flows, and ground truth HDR video frames. Following Chang et al. [2]...
deep-learninghdr-imagecvpr21single-shot-hdrtwo-stage-networkldr52-dataset UpdatedJul 18, 2024 Python 3DV 2024: Fast High Dynamic Range Radiance Fields for Dynamic Scenes reconstructionnerfhdr-imageneuralrendering UpdatedAug 9, 2024 Python Official Implementation of BMVC 2024 paper titled "HDRSplat: Ga...
Additionally, to address the problem of severely limited real dataset, we develop a new optical system to collect a real-world dataset with paired high-speed HDR videos and event streams, facilitating future research in this field. Our dataset provides the first real paired dataset for event-to...
0.8604 0.8633 0.8847 0.8695 3 Exposures PSNRP U SSIMP U 32.53 0.8251 35.38 0.8582 36.04 0.8357 36.19 0.8590 36.23 0.8357 37.22 0.8666 HDR-VDP-2 57.68 62.44 66.18 65.00 66.81 65.42 Table 2: Quantitative comparisons of our method with other state-of-the-arts...
The proposed model variants give HDR- VDP-2 values on a dynamic dataset of 79.12, 78.49, and 78.89 respectively, compared to Chen et al. ["HDR video reconstruction: A coarse-to-fine network and a real-world benchmark dataset," Proc. IEEE/CVF Int'l. Conf. on Computer Vision (IEEE, ...