Results 41 to 50 of about 7,150,154 (369)
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild [PDF]
Computer Vision and Pattern RecognitionWe introduce SUPIR (Scaling-UP Image Restoration), a groundbreaking image restoration method that harnesses generative prior and the power of model scaling up.
Fanghua Yu +8 more
semanticscholar +1 more source
TEM image restoration from fast image streams.
PLoS ONE, 2021 Microscopy imaging experiments generate vast amounts of data, and there is a high demand for smart acquisition and analysis methods. This is especially true for transmission electron microscopy (TEM) where terabytes of data are produced if imaging a full
Håkan Wieslander +2 more
doaj +1 more source
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models [PDF]
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023 This work aims to improve the applicability of diffusion models in realistic image restoration. Specifically, we enhance the diffusion model in several aspects such as network architecture, noise level, denoising steps, training image size, and optimizer/
Ziwei Luo +4 more
semanticscholar +1 more source
Fast Image Restoration for Spatially Varying Defocus Blur of Imaging Sensor
Sensors, 2015 This paper presents a fast adaptive image restoration method for removing spatially varying out-of-focus blur of a general imaging sensor. After estimating the parameters of space-variant point-spread-function (PSF) using the derivative in each uniformly
Hejin Cheong +4 more
doaj +1 more source
Gray Extreme Weighted Sum Image Ringing Evaluation Algorithm
Journal of Harbin University of Science and Technology, 2019 In the process of image blind restoration, the estimation of the fuzzy kernel usually produces errors which lead to image ringing The existing algorithm cannot effectively evaluate the severity of ringing To solve this problem, a method for evaluating ...
KE Ming +4 more
doaj +1 more source
An Objective Evaluation Method for Image Restoration
Journal of Electrical and Computer Engineering, 2010 Accurate image restoration is of paramount importance for low-level vision, computer vision, and various other fields. Numerous complex restoration algorithms have been stated in the literature.
A. Lakshmi, Subrata Rakshit
doaj +1 more source
Heritage Science, 2022 Three-dimensional models of anatomy in wax preserved in university museums are rare artifacts of extraordinary technical complexity. In recent years, interest in them has increased among scholars who consider them primary sources of heritage value to ...
Emanuel Sterp Moga +3 more
doaj +1 more source
Plug-and-Play Image Restoration With Deep Denoiser Prior [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 Recent works on plug-and-play image restoration have shown that a denoiser can implicitly serve as the image prior for model-based methods to solve many inverse problems. Such a property induces considerable advantages for plug-and-play image restoration
K. Zhang +5 more
semanticscholar +1 more source
Discriminative Transfer Learning for General Image Restoration
, 2017 Recently, several discriminative learning approaches have been proposed for effective image restoration, achieving convincing trade-off between image quality and computational efficiency.
Heide, Felix +4 more
core +1 more source
Variational Image Segmentation Model Coupled with Image Restoration Achievements [PDF]
, 2014 Image segmentation and image restoration are two important topics in image processing with great achievements. In this paper, we propose a new multiphase segmentation model by combining image restoration and image segmentation models.
Cai, Xiaohao
core +3 more sources