05-08-2022, 07:02 PM
2019); Zhong et al. Su et al. (2017); Hyun Kim et al. 2018); Chen et al. 2018) first compute optical flow between a reference frame and neighboring frames and then use the aligned observations to deblur the reference frame. Wang et al. (2019) utilizes deformable convolution to align feature maps using learnable offsets. Implicit handling of motion using recurrent networks or 3D convolution has its own drawbacks. 3D convolution Zhang et al. 2018) is computationally heavy. Introduces a large number of parameters. For recurrent architectures, the assumption that all previous frames will be automatically aligned and fused in the hidden state remains a problem for frames with large displacement. It is not very easy to extract only the relevant information from a single combined state. Finding the spatio-temporal relation is critical while fusing information as not all parts of the neighboring frames are equally informative for restoring the current frame due to varying factors such as occlusions, motion, etc. Fusion of incorrect information adversely affects reconstruction performance. Third, sound is a vibration that travels through a medium, like a gas, a liquid or a solid object. A sound's source is an object that moves or changes shape very rapidly. For example, if you strike a bell, the bell vibrates in the air. As one side of the bell moves out, it pushes the air molecules next to it, increasing the pressure in that region of the air. This area of higher pressure is a compression. As the side of the bell moves back in, it pulls the molecules apart, creating a lower-pressure region called a rarefaction. The bell then repeats the process, creating a repeating series of compressions and rarefactions. Each repetition is one wavelength of the sound wave. The sound wave travels as the moving molecules push. Pull the molecules around them. Each molecule moves the one next to it in turn. Without this movement of molecules, the sound could not travel, which is why there is no sound in a vacuum.|The news of several websites mainly includes various kinds of things. People have merely a craze to know all the things related to the world. This has been increasing with passing days and people living in the society are more and more interested. People who are staying in one corner have interest to know about various things that are going on in the other corner of the globe. They want to have an awareness of all the latest news. Various sites mainly want to focus on the spread of social awareness. In India, this is taken into consideration as extremely important for tackling all the major aspects of news. This will go beyond the breaking news and latest news and also beyond the headlines of news. There are various issues that have been developing interest in the minds of readers and these issues should surely be highlighted. This will make great online news. coronavirus
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