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A Ray-tracing and Deep Learning Fusion Super-resolution Modeling Method for W...
A dataset for wireless mobile channel modeling, including ray tracing and deep learning fusion super-resolution modeling method for cluster characteristics prediction. -
A Multi-Task Learning Model for Super Resolution of Wireless Channel Characte...
Channel modeling has always been the core part in communication system design and development, especially in 5G and 6G era. Traditional approaches like stochastic channel... -
RaSeedGAN: Randomly-SEEDed super-resolution GAN for sparse measurements
A novel deep-learning approach based on generative adversarial networks to perform super-resolution reconstruction of sparse measurements. -
UFO-120 dataset
Simultaneous enhancement and super-resolution of underwater imagery for improved visual perception. -
Real Microscope Image for Testing the Super-resolution Method
A real microscope image was used to test the method. The image was deconvolved using the proposed method, and the results were compared with the original image. -
Synthetic Image for Testing the Super-resolution Method
A synthetic image was synthesized to test the method. The image was convolved with the IRF, added noise and background, and then deconvolved using the proposed method. -
Pixel2Style2Pixel Training Dataset
The dataset used for training the Pixel2Style2Pixel encoder consists of degraded copies of high-resolution images. -
DIV2K, CelebA, and Set5
The dataset used for super-resolution is DIV2K, CelebA, and Set5. -
SRDTI: Deep learning-based super-resolution for diffusion tensor MRI
High-resolution diffusion-weighted images (DWIs) from low-resolution DWIs using a deep learning-based super-resolution method entitled “SRDTI” to synthesize high-resolution... -
ImageNet and Super-Resolution Image Datasets
The dataset used in the paper is not explicitly described, but it is mentioned that the authors used ImageNet and several famous super-resolution image datasets. -
Human Lips Dataset
The dataset used for testing the self-similarity-based super-resolution model for photoacoustic angiography. -
Photoacoustic Angiography Images
The dataset used for training the self-similarity-based super-resolution model for photoacoustic angiography. -
Hand-Drawn PAA Images
The dataset used for training the self-similarity-based super-resolution model for photoacoustic angiography. -
Gamma Knife MR/CT/RTSTRUCT Sets With Hippocampal Contours
MRI images super-resolution reconstruction using deep learning techniques -
MRI Super-Resolution Reconstruction
MRI images super-resolution reconstruction using deep learning techniques
