Abstract: The success of modern single image super-resolution (SISR) algorithms is inspired by the development of deep convolutional neural networks (CNNs). However, these CNN-based methods require ...
As humans, our eyes take in two-dimensional images that our brains convert to three-dimensional experiences. This ability enables us to be aware of our position in space, judge distances, possess ...
These parameters are fit using an alternating optimization method, which iteratively converges to the optimal values. An initial registration step additionally ensures that all input images are well ...
Abstract: Online image super-resolution (SR) services have been widely used in applications such as Remini and DeepAI. However, the exposure of plaintext images raises serious privacy concerns. While ...
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Is Radeon Super Resolution (RSR) worth using?
Is Radeon Super Resolution (RSR) worth using? amd announced Radeon Super Resolution (RSR) back at CES, and it has finally arrived in the latest driver. It uses the same upscaling algorithm as fsr but ...
Nvidia DLSS has been around since the RTX 2080 dropped back in 2018, but while it started as a way to use machine learning to upscale games, it's grown to be so much more than that. Now, 8 years after ...
In organelle imaging, segmentation aims to accurately delineate pixels or voxels corresponding to target organelles from background, noise, and other cellular structures in microscopy images, thereby ...
Low-resolution images (LR) are input, and feature maps are obtained through 3×3 convolution. After passing through a residual in residual (RIR) module, followed by upsampling and a 3×3 convolution ...
It’s hard to look at the current-generation gaming hardware and not feel like we’re in the quiet before the storm. Because while the PS5 Pro just came out last year, and Microsoft just had a vague ...
The advancement of tactile sensing in robotics and prosthetics is constrained by the trade-off between spatial and temporal resolution in artificial tactile sensors. To address this limitation, we ...
This repository contains data and scripts required for reproducing the results presented in the paper Calibration-free single-frame super-resolution fluorescence microscopy by Anežka Dostálová, ...
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