Deep High Dynamic Range Imaging of Dynamic Scenes 2. 主要内容 1. 本文提出了一种3DOL方法,方法中首先使用光流将长曝光和短曝光的图像对齐到中等曝光的图像(参考帧)。一种常用的hdr是将一帧作为参考帧,然后将其他人融进来,形成hdr image。但是这种做法通常会形成鬼影和泪状物。 2.hdr的鬼影问题可以通过一个tw...
This paper proposes the first non-flow-based deep framework for high dynamic range (HDR) imaging of dynamic scenes with large-scale foreground motions. In state-of-the-art deep HDR imaging, input images are first aligned using optical flows before merging, which are still error-prone due to ...
Deep high dynamic range imaging of dynamic scenes 来自 ACM 喜欢 0 阅读量: 1133 作者:NK Kalantari,R Ramamoorthi 摘要: We propose a simple yet effective structural patch decomposition (SPD) approach for multi-exposure image fusion (MEF) that is robust to ghosting effect. We decompose an image ...
–Tone mapping(色调映射)is a technique used in image processing and computer graphics to map one set of colors to another to approximate the appearance of high-dynamic-range images in a medium that has a more limited dynamic range. – –Inverse tone mapping(逆色调映射)is a technique expands ...
Deep SR-HDR: Joint Learning of Super-Resolution and High Dynamic Range Imaging for Dynamic Scenes 来自 ACM 喜欢 0 阅读量: 3 作者:TanXiao,ChenHuaian,XuKai,JinYi,ZhuChangan 摘要: The visual quality of a single image captured by a digital camera usually suffers from limited spatial resolution ...
Traffic light recognition (TLR) detects the traffic light from an image and then estimates the state of the light signal. TLR is important for autonomous vehicles because running against a red light could cause a deadly car accident. For a practical TLR system, computation time, varying illuminat...
This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18) - elliottwu/DeepHDR
摘要 Traffic light recognition (TLR) detects the traffic light from an image and then estimates the state of the light sig... 关键词 Traffic light recognition / autonomous vehicle / high dynamic range imaging / deep learning 收藏 全部来源 求助全文 掌桥科研 arXiv.org 相似文献 Traffic Light ...
1.题目:Multi-scale Dense Networks for Deep High Dynamic Range Imaging2.主要内容: 2.1 先对齐再融合的方法生成hdr会产生难以去除的artifact。因此本文提出了一种多尺度融合的神经网络来避免这个artifact的影…
Inspired by recent deep optical imaging approaches, we interpret this problem as jointly training an optical encoder and electronic decoder where the encoder is parameterized by the point spread function (PSF) of the lens, the bottleneck is the sensor with a limited dynamic range, and the decoder...