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Automatic image matting (AIM) refers to estimating the soft foreground from an arbitrary natural image without any auxiliary input like trimap, which is useful for image editing.
Poisson matting
Jian Sun, Jiaya Jia, Chi-Keung Tang, and Heung-Yeung Shum · 2004
Earlier work this paper cites.
A closed-form solution to natural image matting
Anat Levin, Dani Lischinski, and Yair Weiss · 2007
Earlier work this paper cites.
Optimized color sampling for robust matting
Jue Wang and Michael F Cohen · 2007
Earlier work this paper cites.
Spectral matting
Anat Levin, Alex Rav-Acha, and Dani Lischinski · 2008
Earlier work this paper cites.
A perceptually motivated online benchmark for image matting
Christoph Rhemann, Carsten Rother, Jue Wang, Margrit Gelautz, Pushmeet Kohli, and Pamela Rott · 2009
Earlier work this paper cites.
Knn matting
Qifeng Chen, Dingzeyu Li, and Chi-Keung Tang · 2013
Earlier work this paper cites.
Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
Natural image matting using deep convolutional neural networks
Donghyeon Cho, Yu-Wing Tai, and Inso Kweon · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Deep automatic portrait matting
Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, and Jiaya Jia · 2016
Earlier work this paper cites.
Learning to detect salient objects with image-level supervision
Lijun Wang, Huchuan Lu, Yifan Wang, Mengyang Feng, Dong Wang, Baocai Yin, and Xiang Ruan · 2017
Cited alongside, same era.
Deep image matting
Ning Xu, Brian Price, Scott Cohen, and Thomas Huang · 2017
Cited alongside, same era.
Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, and Jiaya Jia · 2017
Cited alongside, same era.
Semantic human matting
Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, and Kun Gai · 2018
Cited alongside, same era.
Squeeze-and-excitation networks
Jie Hu, Li Shen, and Gang Sun · 2018
Cited alongside, same era.
Disentangled image matting
Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang, Jiangyu Liu, Jiaming Liu, Jiaying Liu, Jue Wang, and Jian Sun · 2019
Cited alongside, same era.
Is a green screen really necessary for real-time portrait matting?
Zhanghan Ke, Kaican Li, Yurou Zhou, Qiuhua Wu, Xiangyu Mao, Qiong Yan, and Rynson W.H. Lau · 2020
Later among the works it cites.
Natural image matting via guided contextual attention
Yaoyi Li and Hongtao Lu · 2020
Later among the works it cites.
End-to-end animal image matting
Jizhizi Li, Jing Zhang, Stephen J Maybank, and Dacheng Tao · 2020
Later among the works it cites.
Auto learning attention
Benteng Ma, Jing Zhang, Yong Xia, and Dacheng Tao · 2020
Later among the works it cites.
Attention-guided hierarchical structure aggregation for image matting
Yu Qiao, Yuhao Liu, Xin Yang, Dongsheng Zhou, Mingliang Xu, Qiang Zhang, and Xiaopeng Wei · 2020
Later among the works it cites.
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Context-aware image matting for simultaneous foreground and alpha estimation
Qiqi Hou and Feng Liu · 2019
Cited alongside, same era.
Indices matter: Learning to index for deep image matting
Hao Lu, Yutong Dai, Chunhua Shen, and Songcen Xu · 2019
Cited alongside, same era.
Learning-based sampling for natural image matting
Jingwei Tang, Yagiz Aksoy, Cengiz Oztireli, Markus Gross, and Tunc Ozan Aydin · 2019
Cited alongside, same era.
A late fusion cnn for digital matting
Yunke Zhang, Lixue Gong, Lubin Fan, Peiran Ren, Qixing Huang, Hujun Bao, and Weiwei Xu · 2019
Cited alongside, same era.
U2-net: Going deeper with nested u-structure for salient object detection
Xuebin Qin, Zichen Zhang, Chenyang Huang, Masood Dehghan, Osmar R Zaiane, and Martin Jagersand · 2020
Later among the works it cites.
Background matting: The world is your green screen
Soumyadip Sengupta, Vivek Jayaram, Brian Curless, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2020
Later among the works it cites.
Empowering things with intelligence: A survey of the progress, challenges, and opportunities in artificial intelligence of things
Jing Zhang and Dacheng Tao · 2020
Later among the works it cites.
Privacy-preserving portrait matting
Jizhizi Li, Sihan Ma, Jing Zhang, and Dacheng Tao · 2021
Closest in time.
Semantic image matting
Yanan Sun, Chi-Keung Tang, and Yu-Wing Tai · 2021
Closest in time.