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On the Implementation of Collaborative TV Regularization: Application to Cartoon+Texture Decomposition

Joan Duran, Michael Moeller, Catalina Sbert, Daniel Cremers
2016 Image Processing On Line  
On the other hand, we analyze the ability of different CTV methods for decomposing a multichannel image into a cartoon and a textural part.  ...  This paper deals with the analysis, implementation, and comparison of several vector-valued total variation (TV) methods that extend the Rudin-Osher-Fatemi variational model to color images.  ...  José Luis Lisani from University of Balearic Islands for his time devoted to the implementation of the online demo. J. Duran  ... 
doi:10.5201/ipol.2016.141 fatcat:hxvkx25yn5gdbjadma3pkxyofi

The Topological Gradient Method: From Optimal Design to Image Processing

Stanislas Larnier, Jérôme Fehrenbach, Mohamed Masmoudi
2012 Milan Journal of Mathematics  
This tool is able to find the localization and orientation of the edges for blurred, low sampled, partially masked, noisy images. We review existing algorithms and propose new ones.  ...  A second natural application is then the image reconstruction. A class of image reconstruction problems is considered that includes restoration, demosaicing, segmentation and super-resolution.  ...  Acknowledgments The authors thanks particularly Pierre Weiss for providing his Total Variation codes and helpful discussions concerning this work. They also give thanks to Bahadir K.  ... 
doi:10.1007/s00032-012-0196-5 fatcat:bfhrtorbjnhofknjndjdldk7uq

On Some Iterative Concepts for Image Restoration [chapter]

Ingrid Daubechies, Gerd Teschke, Luminita Vese
2008 Advances in Imaging and Electron Physics  
NSF DMS 0312222 and NSF DMS 0714945, and by Deutsche Forschungsgemeinschaft Grants TE 354/1-2, TE 354/3-1, TE 354/4-1, TE 354/5-1.  ...  Sloan fellowship, by the National Institute of Health through the NIH Roadmap for Medical Research Grant U54 RR021813 entitled Center for Computational Biology CCB, by the National Science Foundation grants  ...  In principle, the models can be understood as a decomposition of an image f into f = u + v, where u represents the cartoon part and v the texture part.  ... 
doi:10.1016/s1076-5670(07)00001-8 fatcat:cwknf6x6qjbsld5efitqrrwvoi

A gentle introduction to bilateral filtering and its applications

Sylvain Paris
2007 ACM SIGGRAPH 2007 courses on - SIGGRAPH '07  
Lechner for modeling; the Northwestern GFX Group for their support; Rosalee Wolfe and Karen Alkoby for the deaf signing video; Douglas DeCarlo and Anthony Santella for proof-reading and supplying Figure  ...  Analysis and Transfer of Pictorial Style," and a grant from Acknowledgments We would like to thank Byong Mok Oh for his help with the radiance maps and the bibliography; he and Ray Jones also provided  ...  missing two color channels, adjacent pixels have measures in these missing channels.  ... 
doi:10.1145/1281500.1281604 dblp:conf/siggraph/Paris07 fatcat:7hiertzncbe6hptgvrtvwvd3xi

A gentle introduction to bilateral filtering and its applications

Sylvain Paris, Pierre Kornprobst, Jack Tumblin, Frédo Durand
2008 ACM SIGGRAPH 2008 classes on - SIGGRAPH '08  
Lechner for modeling; the Northwestern GFX Group for their support; Rosalee Wolfe and Karen Alkoby for the deaf signing video; Douglas DeCarlo and Anthony Santella for proof-reading and supplying Figure  ...  Analysis and Transfer of Pictorial Style," and a grant from Acknowledgments We would like to thank Byong Mok Oh for his help with the radiance maps and the bibliography; he and Ray Jones also provided  ...  missing two color channels, adjacent pixels have measures in these missing channels.  ... 
doi:10.1145/1401132.1401134 dblp:conf/siggraph/ParisKTD08 fatcat:czf26lysxzadvhr2vtgltfozxu

A gentle introduction to bilateral filtering and its applications

Sylvain Paris, Pierre Kornprobst, Jack Tumblin, Frédo Durand
2007 ACM SIGGRAPH 2007 courses on - SIGGRAPH '07  
Lechner for modeling; the Northwestern GFX Group for their support; Rosalee Wolfe and Karen Alkoby for the deaf signing video; Douglas DeCarlo and Anthony Santella for proof-reading and supplying Figure  ...  Analysis and Transfer of Pictorial Style," and a grant from Acknowledgments We would like to thank Byong Mok Oh for his help with the radiance maps and the bibliography; he and Ray Jones also provided  ...  missing two color channels, adjacent pixels have measures in these missing channels.  ... 
doi:10.1145/1281500.1281602 dblp:conf/siggraph/ParisKTD07 fatcat:6vgk5vo6crayhfppqoc3ehwd6y

A panorama on multiscale geometric representations, intertwining spatial, directional and frequency selectivity

Laurent Jacques, Laurent Duval, Caroline Chaux, Gabriel Peyré
2011 Signal Processing  
faithful contours and textures.  ...  The richness of natural images makes the quest for optimal representations in image processing and computer vision challenging.  ...  Professor Károly Szatmáry is warmly acknowledged for providing us with the recurrent picture of the Haar-Riesz Memorial plaque.  ... 
doi:10.1016/j.sigpro.2011.04.025 fatcat:p47idwqjavbtbitck6usmkvqdu

2020 Index IEEE Transactions on Circuits and Systems for Video Technology Vol. 30

2020 IEEE transactions on circuits and systems for video technology (Print)  
., TCSVT Jan. 2020 217-231 Hu, X., see Zhu, L., TCSVT Oct. 2020 3358-3371 Hu, Y., Lu, M., Xie, C., and Lu, X  ...  ., and Zeng, B., MUcast: Linear Uncoded Multiuser TCSVT Nov. 2020 4299-4308 Hu, R., see Chen, L., TCSVT Dec. 2020 4513-4525 Hu, R., see Wang, X., TCSVT Nov. 2020 4309-4320 Hu, X., see Zhang, X  ...  ., +, TCSVT Sept. 2020 2872-2886 Graph Laplacian Regularization With Sparse Coding for Image Restoration and Representation.  ... 
doi:10.1109/tcsvt.2020.3043861 fatcat:s6z4wzp45vfflphgfcxh6x7npu

A 3D Simplification Method based on Dual Point Sampling

Juan Cao, Yitian Zhao, Ran Song, Yingchun Zhang
2013 Journal of Multimedia  
The watermark information is embedded in a halftone process for image screening with phase modulation method. The watermark is extracted by a template, which is optimized using the PSO algorithm.  ...  Digital watermarking has been widely used in copyright protection for digital images, but most of the watermarking algorithm can't resist print-and-scan process.  ...  We also thank the anonymous reviewers for their suggestions and feedback that helped us to improve the quality of this paper.  ... 
doi:10.4304/jmm.8.3.191-197 fatcat:z5gmzeiwqfadlakggntajifdru

Cell Segmentation in Cervical Smear Images using Polar Coordinates GVF Snake with Radiating Edge Map

Xu Chuanyun, Zhang Yang, Wang Sen
2013 Journal of Multimedia  
The watermark information is embedded in a halftone process for image screening with phase modulation method. The watermark is extracted by a template, which is optimized using the PSO algorithm.  ...  Digital watermarking has been widely used in copyright protection for digital images, but most of the watermarking algorithm can't resist print-and-scan process.  ...  We also thank the anonymous reviewers for their suggestions and feedback that helped us to improve the quality of this paper.  ... 
doi:10.4304/jmm.8.3.213-219 fatcat:fb5tm3tguvgmxblj3eygm7pqmu

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
and automatic data clustering by t-distributed stochastic neighbour embedding; adaptive learning rate clipping to stabilize learning; generative adversarial networks for compressed sensing with spiral  ...  Philosophy in Physics is typeset for physical printing and binding.  ...  Acknowledgements Thanks go to Jeremy Sloan and Martin Lotz for internally reviewing this article.  ... 
doi:10.5281/zenodo.4598227 fatcat:hm2ksetmsvf37adjjefmmbakvq

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
and automatic data clustering by t-distributed stochastic neighbour embedding; adaptive learning rate clipping to stabilize learning; generative adversarial networks for compressed sensing with spiral  ...  Philosophy in Physics is typeset for physical printing and binding.  ...  Acknowledgements Thanks go to Jeremy Sloan and Martin Lotz for internally reviewing this article.  ... 
doi:10.5281/zenodo.4591029 fatcat:zn2hvfyupvdwlnvsscdgswayci

Advances in Electron Microscopy with Deep Learning

Jeffrey Ede
2020 Zenodo  
and automatic data clustering by t-distributed stochastic neighbour embedding; adaptive learning rate clipping to stabilize learning; generative adversarial networks for compressed sensing with spiral  ...  in Physics will be typeset for physical printing and binding.  ...  Acknowledgements Thanks go to Jeremy Sloan and Martin Lotz for internally reviewing this article.  ... 
doi:10.5281/zenodo.4399748 fatcat:63ggmnviczg6vlnqugbnrexsgy

An introduction to continuous optimization for imaging

Antonin Chambolle, Thomas Pock
2016 Acta Numerica  
We place particular emphasis on optimal first-order schemes that can deal with typical non-smooth and large-scale objective functions used in imaging problems.  ...  A large number of imaging problems reduce to the optimization of a cost function, with typical structural properties.  ...  Acknowledgements The authors benefit from support of the ANR and FWF via the 'EANOI' (Efficient Algorithms for Nonsmooth Optimization in Imaging) joint project,  ... 
doi:10.1017/s096249291600009x fatcat:b7duo475prgzhln2au3zckjdia

Video Event Detection and Visual Data Processing for Multimedia Applications [article]

Szolgay Dániel, Szirányi Tamás, Jenny Benois-Pineau, Roska Tamás
2011
Acknowledgements First of all I would like to thank my supervisors Professor Tamás Szirányi and Professor Jenny Benois-Pineau, for their consistent help and support in many ways and their guidance during  ...  The advices, help, and encouragement of Prof. Tamás Roska are kindly acknowledged.  ...  Use of Independence in Image Decomposition The independence of the cartoon and texture/noise parts of the image was used in denoising, decomposition [79] and restoration [82] algorithms.  ... 
doi:10.15774/ppke.itk.2011.005 fatcat:tszri53nijfvnn7osqjprlkgiq
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