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Image matting refers to the estimation of the opacity of foreground objects.
A bayesian approach to digital matting
Yung-Yu Chuang, Brian Curless, David Salesin, and Richard Szeliski · 2001
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Marco Forte and François Pitié · 2004
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Poisson matting
Jian Sun, Jiaya Jia, Chi-Keung Tang, and Heung-Yeung Shum · 2004
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Random walks for interactive alpha-matting
Leo Grady, Thomas Schiwietz, Shmuel Aharon, and Rüdiger Westermann · 2005
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Optimized color sampling for robust matting
Jue Wang and Michael F. Cohen · 2007
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A closed-form solution to natural image matting
Anat Levin, Dani Lischinski, and Yair Weiss · 2008
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Spectral matting
Anat Levin, Alex Rav-Acha, and Dani Lischinski · 2008
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A perceptually motivated online benchmark for image matting
Christoph Rhemann, Carsten Rother, Jue Wang, Margrit Gelautz, Pushmeet Kohli, and Pamela Rott · 2009
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The graph neural network model
Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, and Gabriele Monfardini · 2009
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Learning based digital matting
Yuanjie Zheng and Chandra Kambhamettu · 2009
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The pascal visual object classes (VOC) challenge
Mark Everingham, Luc Van Gool, Christopher K. I. Williams, John M. Winn, and Andrew Zisserman · 2010
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Shared sampling for real-time alpha matting
Eduardo Simoes Lopes Gastal and Manuel M. Oliveira · 2010
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Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot and Yoshua Bengio · 2010
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Fast matting using large kernel matting laplacian matrices
Kaiming He, Jian Sun, and Xiaoou Tang · 2010
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A global sampling method for alpha matting
Kaiming He, Christoph Rhemann, Carsten Rother, Xiaoou Tang, and Jian Sun · 2011
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Nonlocal matting
Philip Greggory Lee and Ying Wu · 2011
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KNN matting
Qifeng Chen, Dingzeyu Li, and Chi-Keung Tang · 2013
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Improving image matting using comprehensive sampling sets
Ehsan Shahrian, Deepu Rajan, Brian L. Price, and Scott Cohen · 2013
Cited alongside, same era.
Microsoft COCO: common objects in context
Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick · 2014
Cited alongside, same era.
Natural image matting using deep convolutional neural networks
Donghyeon Cho, Yu-Wing Tai, and In-So Kweon · 2016
Cited alongside, same era.
Gated graph sequence neural networks
Yujia Li, Daniel Tarlow, Marc Brockschmidt, and Richard S. Zemel · 2016
Cited alongside, same era.
Deep automatic portrait matting
Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, and Jiaya Jia · 2016
Cited alongside, same era.
Deformable convolutional networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 2017
Cited alongside, same era.
Graph attention networks
Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, and Yoshua Bengio · 2018
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Group normalization
Yuxin Wu and Kaiming He · 2018
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Disentangled image matting
Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang, Jiangyu Liu, Jiaming Liu, Jiaying Liu, Jue Wang, and Jian Sun · 2019
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Exploiting spatial-temporal relationships for 3d pose estimation via graph convolutional networks
Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, and Nadia Magnenat-Thalmann · 2019
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Context-aware image matting for simultaneous foreground and alpha estimation
Qiqi Hou and Feng Liu · 2019
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Indices matter: Learning to index for deep image matting
Hao Lu, Yutong Dai, Chunhua Shen, and Songcen Xu · 2019
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Inductive representation learning on large graphs
William L. Hamilton, Zhitao Ying, and Jure Leskovec · 2017
Cited alongside, same era.
Semi-supervised classification with graph convolutional networks
Thomas N. Kipf and Max Welling · 2017
Cited alongside, same era.
Not all pixels are equal: Difficulty-aware semantic segmentation via deep layer cascade
Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2017
Cited alongside, same era.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, and Serge J. Belongie · 2017
Cited alongside, same era.
3d graph neural networks for RGBD semantic segmentation
Xiaojuan Qi, Renjie Liao, Jiaya Jia, Sanja Fidler, and Raquel Urtasun · 2017
Cited alongside, same era.
Deep image matting
Ning Xu, Brian L. Price, Scott Cohen, and Thomas S. Huang · 2017
Cited alongside, same era.
Later among the works it cites.
Learning-based sampling for natural image matting
Jingwei Tang, Yagiz Aksoy, Cengiz Öztireli, Markus H. Gross, and Tunç Ozan Aydin · 2019
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Human pose estimation with spatial contextual information
Hong Zhang, Hao Ouyang, Shu Liu, Xiaojuan Qi, Xiaoyong Shen, Ruigang Yang, and Jiaya Jia · 2019
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A late fusion CNN for digital matting
Yunke Zhang, Lixue Gong, Lubin Fan, Peiran Ren, Qixing Huang, Hujun Bao, and Weiwei Xu · 2019
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Natural image matting via guided contextual attention
Yaoyi Li and Hongtao Lu · 2020
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Boosting semantic human matting with coarse annotations
Jinlin Liu, Yuan Yao, Wendi Hou, Miaomiao Cui, Xuansong Xie, Changshui Zhang, and Xian-Sheng Hua · 2020
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Cascade graph neural networks for RGB-D salient object detection
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, and Siwei Lyu · 2020
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Attention-guided hierarchical structure aggregation for image matting
Yu Qiao, Yuhao Liu, Xin Yang, Dongsheng Zhou, Mingliang Xu, Qiang Zhang, and Xiaopeng Wei · 2020
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Background matting: The world is your green screen
Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M. Seitz, and Ira Kemelmacher-Shlizerman · 2020
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Point-gnn: Graph neural network for 3d object detection in a point cloud
Weijing Shi and Raj Rajkumar · 2020
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Representative graph neural network
Changqian Yu, Yifan Liu, Changxin Gao, Chunhua Shen, and Nong Sang · 2020
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Dynamic graph message passing networks
Li Zhang, Dan Xu, Anurag Arnab, and Philip H. S. Torr · 2020
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