In this study, we propose a Vehicle Re-ID method based on super resolution and pyramidal convolution residual network. Firstly, a super-resolution image generation network leveraging generative adversarial netw
construction process uses both image priors and inter-frame information to generate temporally smooth high-resolution results, which is known as video super-resolution (VSR). Although great progress has been made, existing SISR and VSR methods rarely take compressed images as input. We note th...
Three-dimensional structured illumination microscopy (3D-SIM) doubles the spatial resolution along all dimensions and is used widely in cellular imaging. However, its temporal resolution is constrained by the need for sequential plane-by-plane movement of the sample using a piezo stage for imaging, ...
The goal is to produce an output image with a higher resolution than the input image, while preserving the original content and structure. ( Credit: MemNet )Benchmarks Add a Result These leaderboards are used to track progress in Super-Resolution ...
In objective IQA, the quality of an image is quantified numerically. This evaluation metric provides a universal standard in assessing the quality of a super-resolved image. There exists three common types of objective IQA methods: full-reference, no-reference, and reduced reference. Each IQA meth...
Therefore, by using an illumination pattern just below the diffraction limit of the microscope, it is possible to move high-frequency information in the sample into the sampling range of the microscope. By controlling the orientation and phase of the illumination pattern, the original high-frequency...
Show moreView article Journal 2012, Progress in Surface ScienceKatherine A. Willets Chapter Biophysical Techniques for Characterization of Cells 2.4.2 Super-Resolution Fluorescence Microscopy The resolution limit in light microscopy is a fundamental physical principle that is caused by the wave nature of...
Graphene can significantly enhance evanescent fields due to the fact that its conductivity can be tuned in the infrared and terahertz (THz) regions [61,62]. Among all these amazing properties of graphene, the one that is most worthy of mention is that the surface conductivity of graphene can ...
Stochastic Optical Reconstruction Microscopy, STORM, is one of a family of Nobel Prize winning super-resolution Single Molecule Localization Microscopies (SMLM) for the visualization of biological systems with an optical resolution measured in the tens of nanometers (nm) in the x, y, and z ...
We construct a deep neural network to enhance the resolution of spin structure images formed by spontaneous symmetry breaking in the magnetic systems. Through the deep neural network, an image is expanded to a super-resolution image and reduced to the original image size to be fitted with the ...