Multimodal medical image fusion using rolling guidance filter with CNN and nuclear norm minimization

S Liu, L Yin, S Miao, J Ma, S Cong… - Current Medical Imaging …, 2020 - benthamdirect.com
Background: Medical image fusion is very important for the diagnosis and treatment of
diseases. In recent years, there have been a number of different multi-modal medical image …

Shape from light field meets robust PCA

S Heber, T Pock - European Conference on Computer Vision, 2014 - Springer
In this paper we propose a new type of matching term for multi-view stereo reconstruction.
Our model is based on the assumption, that if one warps the images of the various views to a …

[HTML][HTML] GPU accelerated singular value thresholding

X Li, K Adámek, W Armour - SoftwareX, 2023 - Elsevier
Matrix completion (MC) is widely used in machine learning and signal processing to fill in
the missing data of an incomplete observation matrix. Singular value thresholding (SVT) is …

Convex optimization based low-rank matrix decomposition for image restoration

N He, JB Wang, LL Zhang, K Lu - Neurocomputing, 2016 - Elsevier
This paper addresses the problem of image denoising in the presence of significant
corruption. Our method seeks an optimal set of image domain transformations such that the …

Video restoration based on PatchMatch and reweighted low-rank matrix recovery

BH Xu, YG Cen, Z Wei, Y Cen, RZ Zhao… - Multimedia Tools and …, 2016 - Springer
In this paper, a new video restoration approach is proposed. By using a modified version of
random PatchMatch algorithm, nearest-neighbor patches among the video frames can be …

The rectification of document images using text-features

R Sun, N Li, S Wang, L Ji… - … Conference on Virtual …, 2017 - ieeexplore.ieee.org
Distortion representation is the key to the rectification of distorted document images. The text-
lines are considered to be one of the most significant features of the images, which are …

[引用][C] Digital Video Restoration by Weighted Fusion of Fast Marching in the Wavelet Domain and Block Translation

W Zhang, Y Zhou, T Ren