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Image Matting

19 papers with code · Computer Vision

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Background Matting: The World is Your Green Screen

1 Apr 2020senguptaumd/Background-Matting

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.

IMAGE MATTING

Deep Image Matting

CVPR 2017 foamliu/Deep-Image-Matting

We evaluate our algorithm on the image matting benchmark, our testing set, and a wide variety of real images.

IMAGE MATTING

Semantic Human Matting

5 Sep 2018lizhengwei1992/Semantic_Human_Matting

SHM is the first algorithm that learns to jointly fit both semantic information and high quality details with deep networks.

IMAGE MATTING

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.

GRAYSCALE IMAGE DENOISING IMAGE DENOISING IMAGE MATTING MONOCULAR DEPTH ESTIMATION SCENE SEGMENTATION

Indices Matter: Learning to Index for Deep Image Matting

ICCV 2019 poppinace/indexnet_matting

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

IMAGE MATTING

Information-Flow Matting

CVPR 2017 yaksoy/AffinityBasedMattingToolbox

Our resulting novel linear system formulation can be solved in closed-form and is robust against several fundamental challenges of natural matting such as holes and remote intricate structures.

IMAGE MATTING

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.

IMAGE MATTING

Towards Real-Time Automatic Portrait Matting on Mobile Devices

8 Apr 2019hyperconnect/MMNet

We tackle the problem of automatic portrait matting on mobile devices.

IMAGE MATTING

AlphaGAN: Generative adversarial networks for natural image matting

26 Jul 2018CDOTAD/AlphaGAN-Matting

We present the first generative adversarial network (GAN) for natural image matting.

IMAGE MATTING

$F$, $B$, 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.

IMAGE MATTING