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Designing Rotationally Invariant Neural Networks from PDEs and Variational Methods

Project: INCOVID

Updated at: 27-04-2024

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Object Segmentation Tracking from Generic Video Cues: Published on arXiv

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Updated at: 27-04-2024

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Domain Decomposition Algorithms for Real-time Homogeneous Diffusion Inpainting in 4K

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JPEG Meets PDE-based Image Compression

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A systematic evaluation of coding strategies for sparse binary images

Project: INCOVID

Updated at: 27-04-2024

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Efficient data optimisation for harmonic inpainting with finite elements.

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Learning Sparse Masks for Diffusion-based Image Inpainting

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Updated at: 27-04-2024

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Optimising Different Feature Types for Inpainting-based Image Representations

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Compressing Colour Images with Joint Inpainting and Prediction

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Learning Integrodifferential Models for Image Denoising

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Updated at: 27-04-2024

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Compressing Piecewise Smooth Images with the Mumford-Shah Cartoon Model

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Wilms’ Tumor in Childhood: Can Pattern Recognition Help for Classification?

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Updated at: 27-04-2024

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Connections between Numerical Algorithms for PDEs and Neural Networks

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Image Blending with Osmosis

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Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising

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Compressing Piecewise Smooth Images with the Mumford-Shah Cartoon Model

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Image denoising with less artefacts: Novel non-linear filtering on fast patch reorderings

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Translating Diffusion, Wavelets, and Regularisation into Residual Networks

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Existence Theory for the EED Inpainting Problem

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Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy

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Updated at: 27-04-2024

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Enhancing Patch-Based Methods with Inter-Frame Connectivity for Denoising Multi-Frame Images

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Updated at: 27-04-2024

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Fast Inpainting-Based Compression: Combining Shepard Interpolation with Joint Inpainting and Prediction

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Poisson Noise Removal Using Multi-Frame 3D Block Matching

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Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting

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Updated at: 27-04-2024

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Variational Coupling Revisited: Simpler Models, Theoretical Connections, and Novel Applications

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Removing Multi-frame Gaussian Noise by Combining Patch-based Filters with Optical Flow

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Object Segmentation Tracking from Generic Video Cues

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Robustness of Brain Tumor Segmentation

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Updated at: 27-04-2024

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Pseudodifferential Inpainting: The Missing Link Between PDE- and RBF-Based Interpolation

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Benchmarking Wilms’ tumor in multisequence MRI data: why does current clinical practice fail? Which popular segmentati...

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Designing Rotationally Invariant Neural Networks from PDEs and Variational Methods

Object Segmentation Tracking from Generic Video Cues: Published on arXiv

Domain Decomposition Algorithms for Real-time Homogeneous Diffusion Inpainting in 4K

JPEG Meets PDE-based Image Compression

A systematic evaluation of coding strategies for sparse binary images

Efficient data optimisation for harmonic inpainting with finite elements.

Learning Sparse Masks for Diffusion-based Image Inpainting

Optimising Different Feature Types for Inpainting-based Image Representations

Compressing Colour Images with Joint Inpainting and Prediction

Learning Integrodifferential Models for Image Denoising

Compressing Piecewise Smooth Images with the Mumford-Shah Cartoon Model

Wilms’ Tumor in Childhood: Can Pattern Recognition Help for Classification?

Connections between Numerical Algorithms for PDEs and Neural Networks

Image Blending with Osmosis

Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising

Compressing Piecewise Smooth Images with the Mumford-Shah Cartoon Model

Image denoising with less artefacts: Novel non-linear filtering on fast patch reorderings

Translating Diffusion, Wavelets, and Regularisation into Residual Networks

Existence Theory for the EED Inpainting Problem

Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy

Enhancing Patch-Based Methods with Inter-Frame Connectivity for Denoising Multi-Frame Images

Fast Inpainting-Based Compression: Combining Shepard Interpolation with Joint Inpainting and Prediction

Poisson Noise Removal Using Multi-Frame 3D Block Matching

Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting

Variational Coupling Revisited: Simpler Models, Theoretical Connections, and Novel Applications

Removing Multi-frame Gaussian Noise by Combining Patch-based Filters with Optical Flow

Object Segmentation Tracking from Generic Video Cues

Robustness of Brain Tumor Segmentation

Pseudodifferential Inpainting: The Missing Link Between PDE- and RBF-Based Interpolation

Benchmarking Wilms’ tumor in multisequence MRI data: why does current clinical practice fail? Which popular segmentati...