Turning diffusion-based image colorization into efficient color compression

P Peter, L Kaufhold, J Weickert - IEEE Transactions on Image …, 2016 - ieeexplore.ieee.org
The work of Levin et al.(2004) popularized stroke-based methods that add color to gray
value images according to a small amount of user-specified color samples. Even though …

A proof-of-concept framework for PDE-based video compression

S Andris, P Peter, J Weickert - 2016 Picture Coding Symposium …, 2016 - ieeexplore.ieee.org
In image compression, codecs that rely on interpolation with partial differential equations
(PDEs) are becoming increasingly popular. However, there have not been many attempts to …

Evaluating the true potential of diffusion-based inpainting in a compression context

P Peter, S Hoffmann, F Nedwed, L Hoeltgen… - Signal Processing …, 2016 - Elsevier
Partial differential equations (PDEs) are able to reconstruct images accurately from a small
fraction of their image points. The inpainting capabilities of sophisticated anisotropic PDEs …

Optimising spatial and tonal data for PDE-based inpainting

L Hoeltgen, M Mainberger, S Hoffmann… - Variational …, 2016 - degruyter.com
Some recent methods for lossy signal and image compression store only a few selected
pixels and fill in the missing structures by inpainting with a partial differential equation (PDE) …

Beyond pure quality: Progressive modes, region of interest coding, and real time video decoding for PDE-based image compression

P Peter, C Schmaltz, N Mach, M Mainberger… - Journal of Visual …, 2015 - Elsevier
Compared to transform-based image compression methods such as JPEG2000,
approaches based on partial-differential equations (PDEs) are in a proof-of-concept stage …

Optimal interpolation data for PDE-based compression of images with noise

Z Belhachmi, T Jacumin - … in Nonlinear Science and Numerical Simulation, 2022 - Elsevier
We introduce and discuss shape-based models for finding the best interpolation data in the
compression of images with noise. The aim is to reconstruct missing regions by means of …

3D Point Cloud Attribute Compression Using Diffusion-based Texture-aware Intra Prediction

Y Shao, X Yang, W Gao, S Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
There is an urgent need from various multimedia applications to efficiently compress point
clouds. The Moving Picture Experts Group has released a standard platform called geometry …

Feature keypoint-based image compression technique using a well-posed nonlinear fourth-order PDE-based model

T Barbu - Mathematics, 2020 - mdpi.com
A digital image compression framework based on nonlinear partial differential equations
(PDEs) is proposed in this research article. First, a feature keypoint-based sparsification …

Graph Based Cross-Channel Transform for Color Image Compression

L Wang, Y Shi, J Wang, S Chen, B Yin… - ACM Transactions on …, 2024 - dl.acm.org
Adaptive transform coding is gaining more and more attention for better mining of image
content over fixed transforms such as discrete cosine transform (DCT). As a special case …

Compressing images with diffusion-and exemplar-based inpainting

P Peter, J Weickert - Scale Space and Variational Methods in Computer …, 2015 - Springer
Diffusion-based image compression methods can surpass state-of-the-art transform coders
like JPEG 2000 for cartoon-like images. However, they are not well-suited for highly textured …