Results 61 to 70 of about 18,250,440 (204)

A Very Deep Spatial Transformer Towards Robust Single Image Super-Resolution

IEEE Access, 2019
In general, existing research on single image super-resolution does not consider the practical application that, when image transmission is over noisy channels, the effect of any possible geometric transformations could incur significant quality loss and
Jianmin Jiang, Hossam M. Kasem, Kwok-Wai Hung   +2 more
doaj   +1 more source

Real-Time analysis and visualization for single-molecule based super-resolution microscopy [PDF]

, 2013
Accurate multidimensional localization of isolated fluorescent emitters is a time consuming process in single-molecule based super-resolution microscopy.
Jean-Baptiste Sibarita, Kechkar, Adel, Choquet, Daniel, Deepak Nair, Mike Heilemann, Nair, Deepak, Daniel Choquet, Sibarita, Jean-Baptiste, Adel Kechkar, Heilemann, Mike, Kechkar Adel, Nair Deepak, Choquet Daniel, Heilemann Mike, Sibarita Jean-Baptiste   +14 more
core   +1 more source

Robust Prior-Based Single Image Super Resolution Under Multiple Gaussian Degradations

IEEE Access, 2020
Although SISR (Single Image Super Resolution) problem can be effectively solved by deep learning based methods, the training phase often considers single degradation type such as bicubic interpolation or Gaussian blur with fixed variance.
Wenyi Wang, Guangyang Wu, Weitong Cai, Liaoyuan Zeng, Jianwen Chen   +4 more
doaj   +1 more source

Arbitrary Scale Super-Resolution Neural Network Based on Residual Channel-Spatial Attention

IEEE Access, 2022
In recent years, the performance of convolutional neural networks in single-image super-resolution has improved significantly. However, most state-of-the-art models address the super-resolution problem for specific scale factors.
Javier Gurrola-Ramos, Teresa E. Alarcon, Oscar Dalmau   +2 more
doaj   +1 more source

Proposed network architecture of Xception based single image super-resolution reconstruction.

, 2021
Proposed network architecture of Xception based single image super-resolution reconstruction.
Takao Onoye (11320666), Supavadee Aramvith (11320663), Wazir Muhammad (440802)   +2 more
core   +1 more source

SBHSR: single-band super-resolution method for hyperspectral images based on blind degradation and fusion of auxiliary band

Geocarto International
Despite natural image super-resolution (SR) methods have achieved great success, super-resolution methods for hyperspectral image (HSI) with rich spectral features are still a very challenging task.
Lijing Bu, Xi Xiao, Zhengpeng Zhang, Deng Mingjun   +3 more
doaj   +1 more source

FRESH – FRI-based single-image super-resolution algorithm [PDF]

, 2016
In this paper, we consider the problem of single image super-resolution and propose a novel algorithm that outperforms state-of-the-art methods without the need of learning patches pairs from external data sets.
Wei, X, Dragotti, P
core   +1 more source

Single Image Super-resolution using Deformable Patches. [PDF]

Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit, 2014
We proposed a deformable patches based method for single image super-resolution. By the concept of deformation, a patch is not regarded as a fixed vector but a flexible deformation flow. Via deformable patches, the dictionary can cover more patterns that do not appear, thus becoming more expressive.
Zhu Y, Zhang Y, Yuille AL.
europepmc   +4 more sources

Single Image Super-Resolution Methods: A Survey

CoRR, 2022
7 pages, 5 ...
openaire   +3 more sources

SaoYan/Multi-scale-Super-Spectral: Spectral Super-resolution from Single RGB Image Using Multi-scale CNN

, 2018
Spectral Super-resolution from Single RGB Image Using Multi-scale ...
Yiqi Yan
core   +1 more source