image smoothing

12 papers with code • 0 benchmarks • 0 datasets

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Greatest papers with code

Differentiable Data Augmentation with Kornia

arraiyopensource/kornia 19 Nov 2020

In this paper we present a review of the Kornia differentiable data augmentation (DDA) module for both for spatial (2D) and volumetric (3D) tensors.

Image Augmentation Image Manipulation +1

Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

kornia/kornia 5 Oct 2019

This work presents Kornia -- an open source computer vision library which consists of a set of differentiable routines and modules to solve generic computer vision problems.

Edge Detection Image Augmentation +9

A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

fqnchina/CEILNet ICCV 2017

This paper proposes a deep neural network structure that exploits edge information in addressing representative low-level vision tasks such as layer separation and image filtering.

image smoothing Reflection Removal +1

Image Smoothing via Unsupervised Learning

fqnchina/ImageSmoothing 7 Nov 2018

Image smoothing represents a fundamental component of many disparate computer vision and graphics applications.

Image Manipulation image smoothing

A Benchmark for Edge-Preserving Image Smoothing

zhufeida/Benchmark_EPS 2 Apr 2019

This benchmark includes an image dataset with groundtruth image smoothing results as well as baseline algorithms that can generate competitive edge-preserving smoothing results for a wide range of image contents.

image smoothing

Decouple Learning for Parameterized Image Operators

fqnchina/DecoupleLearning ECCV 2018

Many different deep networks have been used to approximate, accelerate or improve traditional image operators, such as image smoothing, super-resolution and denoising.

Denoising image smoothing +1

A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing

wliusjtu/Generalized-Smoothing-Framework 15 Jul 2021

The effectiveness and superior performance of our approach are validated through comprehensive experiments in a range of applications.

image smoothing

A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing

wliusjtu/Generalized-Smoothing-Framework 23 Jul 2019

In this paper, a non-convex non-smooth optimization framework is proposed to achieve diverse smoothing natures where even contradictive smoothing behaviors can be achieved.

image smoothing

Side Window Filtering

wang-kangkang/SideWindowFilter-pytorch CVPR 2019

In addition to image filtering, we further show that the SWF principle can be extended to other applications involving the use of a local window.

Colorization Denoising +2

Field of Junctions: Extracting Boundary Structure at Low SNR

dorverbin/fieldofjunctions ICCV 2021

We introduce a bottom-up model for simultaneously finding many boundary elements in an image, including contours, corners and junctions.

image smoothing Junction Detection