Browse SoTA > Computer Vision > Image Matting

# Image Matting Edit

19 papers with code · Computer Vision

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

# Background Matting: The World is Your Green Screen

To bridge the domain gap to real imagery with no labeling, we train another matting network guided by the first network and by a discriminator that judges the quality of composites.

3,305
01 Apr 2020

# $F$, $B$, Alpha Matting

17 Mar 2020MarcoForte/FBA-Matting

Cutting out an object and estimating its opacity mask, known as image matting, is a key task in many image editing applications.

139
17 Mar 2020

# Natural Image Matting via Guided Contextual Attention

13 Jan 2020Yaoyi-Li/GCA-Matting

Inspired by affinity-based method and the successes of contextual attention in inpainting, we develop a novel end-to-end approach for natural image matting with a guided contextual attention module, which is specifically designed for image matting.

158
13 Jan 2020

# Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation

Our method employs two encoder networks to extract essential information for matting.

76
20 Sep 2019

# Non-Causal Tracking by Deblatting

15 Sep 2019rozumden/tbd

Tracking by Deblatting stands for solving an inverse problem of deblurring and image matting for tracking motion-blurred objects.

2
15 Sep 2019

# Index Network

11 Aug 2019poppinace/indexnet_matting

By viewing the indices as a function of the feature map, we introduce the concept of "learning to index", and present a novel index-guided encoder-decoder framework where indices are self-learned adaptively from data and are used to guide the downsampling and upsampling stages, without extra training supervision.

192
11 Aug 2019

# Indices Matter: Learning to Index for Deep Image Matting

We show that existing upsampling operators can be unified with the notion of the index function.

192
02 Aug 2019

# A Late Fusion CNN for Digital Matting

This paper studies the structure of a deep convolutional neural network to predict the foreground alpha matte by taking a single RGB image as input.

109
01 Jun 2019

# Intra-frame Object Tracking by Deblatting

9 May 2019rozumden/tbd

We propose a novel approach called Tracking by Deblatting based on the observation that motion blur is directly related to the intra-frame trajectory of an object.

2
09 May 2019

# Instance Segmentation based Semantic Matting for Compositing Applications

In order to achieve automatic compositing in natural scenes, we propose a fully automated method that integrates instance segmentation and image matting processes to generate high-quality semantic mattes that can be used for image editing task.

3
10 Apr 2019