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Natural image matting is a fundamental and challenging computer vision task.
Alpha estimation in natural images
Mark A Ruzon and Carlo Tomasi · 2000
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A bayesian approach to digital matting
Yung-Yu Chuang, Brian Curless, David H Salesin, and Richard Szeliski · 2001
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Random walks for interactive alpha-matting
Leo Grady, Thomas Schiwietz, Shmuel Aharon, and Rüdiger Westermann · 2005
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A geodesic framework for fast interactive image and video segmentation and matting
Xue Bai and Guillermo Sapiro · 2007
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A closed-form solution to natural image matting
Anat Levin, Dani Lischinski, and Yair Weiss · 2007
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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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Shared sampling for real-time alpha matting
Eduardo SL Gastal and Manuel M Oliveira · 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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Knn matting
Qifeng Chen, Dingzeyu Li, and Chi-Keung Tang · 2013
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Natural image matting using deep convolutional neural networks
Donghyeon Cho, Yu-Wing Tai, and Inso Kweon · 2016
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A cluster sampling method for image matting via sparse coding
Xiaoxue Feng, Xiaohui Liang, and Zili Zhang · 2016
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Deep automatic portrait matting
Xiaoyong Shen, Xin Tao, Hongyun Gao, Chao Zhou, and Jiaya Jia · 2016
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Designing effective inter-pixel information flow for natural image matting
Yagiz Aksoy, Tunc Ozan Aydin, and Marc Pollefeys · 2017
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Deep image matting
Ning Xu, Brian Price, Scott Cohen, and Thomas Huang · 2017
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Pyramid scene parsing network
Hengshuang Zhao, Jianping Shi, Xiaojuan Qi, Xiaogang Wang, and Jiaya Jia · 2017
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Semantic soft segmentation
Yağiz Aksoy, Tae-Hyun Oh, Sylvain Paris, Marc Pollefeys, and Wojciech Matusik · 2018
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A survey on image matting techniques
Jagruti Boda and Dhatri Pandya · 2018
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Semantic human matting
Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, and Kun Gai · 2018
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Alphagan: Generative adversarial networks for natural image matting
Sebastian Lutz, Konstantinos Amplianitis, and Aljosa Smolic · 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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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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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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Alphanet: An attention guided deep network for automatic image matting
Rishab Sharma, Rahul Deora, and Anirudha Vishvakarma · 2020
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Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, et al · 2020
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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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Paddlepaddle: An open-source deep learning platform from industrial practice
Yanjun Ma, Dianhai Yu, Tian Wu, and Haifeng Wang · 2019
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Gated-scnn: Gated shape cnns for semantic segmentation
Towaki Takikawa, David Acuna, Varun Jampani, and Sanja Fidler · 2019
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Learning-based sampling for natural image matting
Jingwei Tang, Yagiz Aksoy, Cengiz Oztireli, Markus Gross, and Tunc Ozan Aydin · 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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Haichao Yu, Ning Xu, Zilong Huang, Yuqian Zhou, and Humphrey Shi · 2020
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Rahul Deora, Rishab Sharma, and Dinesh Samuel Sathia Raj · 2021
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Deep automatic natural image matting
Jizhizi Li, Jing Zhang, and Dacheng Tao · 2021
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Real-time high-resolution background matting
Shanchuan Lin, Andrey Ryabtsev, Soumyadip Sengupta, Brian L Curless, Steven M Seitz, and Ira Kemelmacher-Shlizerman · 2021
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Paddleseg: A high-efficient development toolkit for image segmentation
Yi Liu, Lutao Chu, Guowei Chen, Zewu Wu, Zeyu Chen, Baohua Lai, and Yuying Hao · 2021
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Semantic image matting
Yanan Sun, Chi-Keung Tang, and Yu-Wing Tai · 2021
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Cascade image matting with deformable graph refinement
Zijian Yu, Xuhui Li, Huijuan Huang, Wen Zheng, and Li Chen · 2021
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Pp-humanseg: Connectivity-aware portrait segmentation with a large-scale teleconferencing video dataset
Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, et al · 2022
Closest in time.
Bridging composite and real: towards end-to-end deep image matting
Jizhizi Li, Jing Zhang, Stephen J Maybank, and Dacheng Tao · 2022
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