相关实验视频
Updated: Jul 21, 2025

11:34
Scattering And Absorption of Light in Planetary Regoliths
Published on: July 1, 2019
10.4K
基于大气散射模型的联合降雨和除雾网络
Linyun Gu1, Huahu Xu2, Xiaojin Ma3
1School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China.
Journal of imaging
|July 28, 2023
概括
这项研究引入了一种新方法,可以从图像中去除雨纹和雾,显著提高清晰度. 联合防雨和防雾网络 (JDDN) 在恶劣天气条件下提高图像质量.
科学领域:
- 计算机视觉 计算机视觉
- 图像处理 图像处理
- 人工智能的人工智能
背景情况:
- 雨和雾会导致像条纹和光环这样的视觉扭曲,降低图像质量.
- 现有的方法很难有效地同时去除雨和雾.
研究的目的:
- 开发一种新的方法,同时去除图像的雨和雾.
- 为了提高在雨天和雾条件下拍摄的图像的清晰度和质量.
主要方法:
- 一个基于大气散射的雨雾模型,用于初始图像重建.
- 深度记忆区块 (DMB) 用于选择性提取雨水和雾层传输光谱.
- 多尺度卷积块 (MCB) 用于特征提取和模型增强.
主要成果:
- 拟议的联合降雨和除雾网络 (JDDN) 有效地消除了条纹和光环.
- 在合成和现实数据集上,JDDN的性能优于最先进的深度学习方法.
- 在大雨图像数据集中,平均改善了0.29dB.
结论:
- 该JDDN模型提供了一个强大的和准确的解决方案,用于联合除雨和除雾.
- 这种方法在恶劣天气下显著提高了图像质量.
- 与现有技术相比,该方法显示出更高的性能.
相关概念视频
Precipitation Processes
488
The experimental conditions in a gravimetric analysis should be optimized to maximize the particle size and purity of the obtained precipitate. Ideally, the concentration of the precipitating reagent should be low with effective stirring to maintain low relative supersaturation for the growth of large crystals. In homogeneous precipitation, the precipitant is slowly generated by a chemical reaction in the solution to avoid local reagent excesses. For example, urea decomposes gradually to...
488
Precipitation and Co-precipitation
1.9K
Precipitation and coprecipitation methods can be used to separate a mixture of ions in a solution. In qualitative inorganic analysis, ions that form sparingly soluble precipitates with the same reagent are separated based on the differences in solubility products. For example, consider the separation of Cu(II) and Fe(II) ions by precipitation as insoluble sulfides. First, copper(II) sulfide is precipitated by the addition of acidic H2S, where the dissociation of H2S is suppressed. Adding H2S...
1.9K
Precipitation Gravimetry
6.7K
Precipitation gravimetry is based on converting an analyte into a sparingly soluble precipitate, which is separated by filtration and weighed. An ideal precipitate should be pure, insoluble, of known composition, and easily filtered from the reaction mixture.
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
In determining nickel by gravimetric analysis, a precipitant of ethanolic dimethylglyoxime is added to a hot nickel salt solution. This is quickly followed by the dropwise addition of dilute ammonia solution until precipitation occurs. A...
6.7K
Types of Coprecipitation
666
Coprecipitation is the contamination of a precipitate by otherwise soluble species and occurs via different processes. In colloidal precipitates, coprecipitation occurs via surface adsorption. For instance, barium sulfate has a primary layer of adsorbed barium ions and a secondary layer of nitrate counterions. This results in contamination of the precipitate by barium nitrate.
Sometimes, ions in a crystal lattice can undergo isomorphous replacement by inclusions of similar charge and size. For...
Sometimes, ions in a crystal lattice can undergo isomorphous replacement by inclusions of similar charge and size. For...
666
Boundary Layer Characteristics
180
When a fluid encounters a solid surface, a boundary layer forms due to the interaction between the fluid's motion and the stationary surface. This phenomenon is characterized by a thin region adjacent to the surface where viscous forces dominate, influencing the fluid's velocity profile. The development of the boundary layer begins at the leading edge of the surface and evolves as the fluid moves downstream.As the fluid flows over the surface, friction between the fluid and the wall slows down...
180
Precipitation of Ions
28.0K
Predicting Precipitation
The equation that describes the equilibrium between solid calcium carbonate and its solvated ions is:
The equation that describes the equilibrium between solid calcium carbonate and its solvated ions is:
28.0K

