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We in this paper solve the problem of high-quality automatic real-time background cut for 720p portrait videos.
Video scene segmentation via continuous video coherence
J. R. Kender and B. Yeo · 1998
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Interactive graph cuts for optimal boundary & region segmentation of objects in nd images
Y. Y. Boykov and M.-P. Jolly · 2001
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Video matting of complex scenes
Y. Chuang, A. Agarwala, B. Curless, D. Salesin, and R. Szeliski · 2002
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Object segmentation in videos from moving camera with mrfs on color and motion features
R. Cucchiara, A. Prati, and R. Vezzani · 2003
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Bayesian video matting using learnt image priors
N. Apostoloff and A. W. Fitzgibbon · 2004
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Lazy snapping
Y. Li, J. Sun, C. Tang, and H. Shum · 2004
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”grabcut”: interactive foreground extraction using iterated graph cuts
C. Rother, V. Kolmogorov, and A. Blake · 2004
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Interactive video cutout
J. Wang, P. Bhat, A. Colburn, M. Agrawala, and M. F. Cohen · 2005
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Bilayer segmentation of live video
A. Criminisi, G. Cross, A. Blake, and V. Kolmogorov · 2006
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Background cut
J. Sun, W. Zhang, X. Tang, and H. Shum · 2006
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Image and video matting: A survey
J. Wang and M. F. Cohen · 2007
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Tree-based classifiers for bilayer video segmentation
P. Yin, A. Criminisi, J. M. Winn, and I. A. Essa · 2007
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Video segmentation: Propagation, validation and aggregation of a preceding graph
S. Liu, G. Dong, C. H. Yan, and S. H. Ong · 2008
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Geodesic matting: A framework for fast interactive image and video segmentation and matting
X. Bai and G. Sapiro · 2009
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Video object segmentation by tracking regions
W. Brendel and S. Todorovic · 2009
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Paint selection
J. Liu, J. Sun, and H. Shum · 2009
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Livecut: Learning-based interactive video segmentation by evaluation of multiple propagated cues
B. L. Price, B. S. Morse, and S. Cohen · 2009
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Transductive segmentation of live video with non-stationary background
F. Zhong, X. Qin, and Q. Peng · 2010
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Foreground segmentation of live videos using locally competing 1svms
M. Gong · 2011
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Efficient inference in fully connected crfs with gaussian edge potentials
P. Krähenbühl and V. Koltun · 2011
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Key-segments for video object segmentation
Y. J. Lee, J. Kim, and K. Grauman · 2011
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Semantic segmentation using regions and parts
P. Arbelaez, B. Hariharan, C. Gu, S. Gupta, L. D. Bourdev, and J. Malik · 2012
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Video matting using multi-frame nonlocal matting laplacian
I. Choi, M. Lee, and Y. Tai · 2012
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Video segmentation by tracing discontinuities in a trajectory embedding
K. Fragkiadaki, G. Zhang, and J. Shi · 2012
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Maximum weight cliques with mutex constraints for video object segmentation
T. Ma and L. J. Latecki · 2012
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Causal graph-based video segmentation
C. Couprie, C. Farabet, and Y. LeCun · 2013
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Learning hierarchical features for scene labeling
C. Farabet, C. Couprie, L. Najman, and Y. LeCun · 2013
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A unified video segmentation benchmark: Annotation, metrics and analysis
F. Galasso, N. S. Nagaraja, T. J. Cardenas, T. Brox, and B. Schiele · 2013
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A progressive tri-level segmentation approach for topology-change-aware video matting
J. Ju, J. Wang, Y. Liu, H. Wang, and Q. Dai · 2013
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Motion-aware KNN laplacian for video matting
D. Li, Q. Chen, and C. Tang · 2013
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Efficient MRF energy propagation for video segmentation via bilateral filters
O. Sener, K. Ugur, and A. A. Alatan · 2013
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Video object segmentation through spatially accurate and temporally dense extraction of primary object regions
Video matting via sparse and low-rank representation
D. Zou, X. Chen, G. Cao, and X. Wang · 2015
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One-shot video object segmentation
S. Caelles, K. Maninis, J. Pont-Tuset, L. Leal-Taixé, D. Cremers, and L. V. Gool · 2016
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Semantic image segmentation with task-specific edge detection using cnns and a discriminatively trained domain transform
L. Chen, J. T. Barron, G. Papandreou, K. Murphy, and A. L. Yuille · 2016
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STFCN: spatio-temporal FCN for semantic video segmentation
M. Fayyaz, M. H. Saffar, M. Sabokrou, M. Fathy, and R. Klette · 2016
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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D. Zhang, O. Javed, and M. Shah · 2013
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Semantic image segmentation with deep convolutional nets and fully connected crfs
L. Chen, G. Papandreou, I. Kokkinos, K. Murphy, and A. L. Yuille · 2014
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Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. B. Girshick, S. Guadarrama, and T. Darrell · 2014
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Feedforward semantic segmentation with zoom-out features
M. Mostajabi, P. Yadollahpour, and G. Shakhnarovich · 2014
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Segmentation of moving objects by long term video analysis
P. Ochs, J. Malik, and T. Brox · 2014
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Temporally coherent and spatially accurate video matting
E. Shahrian, B. Price, S. Cohen, and D. Rajan · 2014
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Perceptually motivated benchmark for video matting
M. Erofeev, Y. Gitman, D. Vatolin, A. Fedorov, and J. Wang · 2015
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Streaming video segmentation via short-term hierarchical segmentation and frame-by-frame markov random field optimization
W. Jang and C. Kim · 2016
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Learning video object segmentation from static images
A. Khoreva, F. Perazzi, R. Benenson, B. Schiele, and A. Sorkine-Hornung · 2016
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Feature space optimization for semantic video segmentation
A. Kundu, V. Vineet, and V. Koltun · 2016
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Pruning filters for efficient convnets
H. Li, A. Kadav, I. Durdanovic, H. Samet, and H. P. Graf · 2016
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Coherent parametric contours for interactive video object segmentation
Y. Lu, X. Bai, L. G. Shapiro, and J. Wang · 2016
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Bilateral space video segmentation
N. Marki, F. Perazzi, O. Wang, and A. Sorkine-Hornung · 2016
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Semantic video segmentation by gated recurrent flow propagation
D. Nilsson and C. Sminchisescu · 2016
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Enet: A deep neural network architecture for real-time semantic segmentation
A. Paszke, A. Chaurasia, S. Kim, and E. Culurciello · 2016
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A benchmark dataset and evaluation methodology for video object segmentation
F. Perazzi, J. Pont-Tuset, B. McWilliams, L. J. V. Gool, M. H. Gross, and A. Sorkine-Hornung · 2016
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Clockwork convnets for video semantic segmentation
E. Shelhamer, K. Rakelly, J. Hoffman, and T. Darrell · 2016
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Automatic portrait segmentation for image stylization
X. Shen, A. Hertzmann, J. Jia, S. Paris, B. L. Price, E. Shechtman, and I. Sachs · 2016
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Deep automatic portrait matting
X. Shen, X. Tao, H. Gao, C. Zhou, and J. Jia · 2016
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Convolutional gated recurrent networks for video segmentation
M. Siam, S. Valipour, M. Jägersand, and N. Ray · 2016
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Video segmentation via object flow
Y. Tsai, M. Yang, and M. J. Black · 2016
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Recurrent fully convolutional networks for video segmentation
S. Valipour, M. Siam, M. Jägersand, and N. Ray · 2016
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Semi-supervised domain adaptation for weakly labeled semantic video object segmentation
H. Wang, T. Raiko, L. Lensu, T. Wang, and J. Karhunen · 2016
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Segmentation rectification for video cutout via one-class structured learning
J. Wang, S. Yeung, J. Wang, and K. Zhou · 2016
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Unsupervised video segmentation via spatio-temporally nonlocal appearance learning
K. Zhang, X. Li, and Q. Liu · 2016
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H. Zhao, J. Shi, X. Qi, X. Wang, and J. Jia · 2016
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Deep feature flow for video recognition
X. Zhu, Y. Xiong, J. Dai, L. Yuan, and Y. Wei · 2016
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