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Image Matting

17 papers with code · Computer Vision

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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

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

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.

IMAGE DENOISING IMAGE MATTING MONOCULAR DEPTH ESTIMATION SEMANTIC 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

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

TOM-Net: Learning Transparent Object Matting from a Single Image

CVPR 2018 guanyingc/TOM-Net

In this paper, we first formulate transparent object matting as a refractive flow estimation problem.

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