Despite of remarkable success of GAN in image super resolution, it suffers from the major problem of poor perceptual quality. While employing a GAN for super resolution, it tends to generate over-smoothed images that lacks high frequency textures and do not look natural. We propose an intuitive...
Moreover, although the model proposed in this work is trained using lidar observations from the HKIA dataset, it can be applied to other scenarios as long as fine spatial resolution wind records along the corridor can be obtained, which can be either observed or forecasted. In this way, we ...
Image processing and 3D reconstruction Beam-induced motion correction was performed on a stack of frames using MotionCor2. Initial contrast transfer function (CTF) values for each micrograph were calculated with CTFFIND4. Micrographs with an estimated resolution limit worse than 4 Å were discarde...
We showed that the resolution of our marker set was comparable to that of the SSR markers. Only four out of the 1,957 accessions (0.2%) could not be distinguished with our developed marker set with 18 PACE® markers (including repetitions), but could be distinguished with SSR markers. ...
The major impact of microbial expansin treatments are highlighted in the 2 µm resolution images using phosphoric green frames Full size image Fig. 5 The small-angle X-ray scattering analysis of expansin treated hardwood pulp. a SAXS intensities presented in the form of a Kratky plot. b The...
Brain structural imaging now provides high angular resolution diffusion imaging (HARDI) in which data are used to construct higher order models of diffusivity. These models are used for diffusion and probabilistic tractography, in which tracts are modeled based on likelihood of structural connectivity in...
(text in shaded box of Fig.4b) for the population denoted by that slice. By scrolling the mouse wheel, users are able to zoom the resolution of the map in and out to focus on specific regions. Moreover, users can customize the specific data sets, ancestries, or populations to be ...
Image synthesization via generative modeling is emerging as a powerful solution to data paucity in many data-driven machine learning models for medical imaging applications such as image synthetization [20,21,22,23,28], segmentation [29,30], super-resolution [31], and classification [32]. The ...
including the nuances of hand gestures and facial expressions in sign language. Its versatility in processing images of different sizes and its hierarchical structure make it an advantageous tool for varied real-world applications, achieving state-of-the-art results in benchmarks like ImageNet and ...
there was not a single objection in the room to the proposed treatment of the singular they. Carol herself remarked that she expected more backlash after announcing the rule. It seems theChicago Manual of Stylehad finally come to a resolution that we could all side with—because it made sense...