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One popular approach to interactively segment the foreground object of interest from an image is to annotate a bounding box that covers the foreground object.
Snakes: Active contour models
M. Kass, A. Witkin, and D. Terzopoulos · 1988
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Interactive graph cuts for optimal boundary & region segmentation of objects in nd images
Y. Boykov and M.-P. Jolly · 2001
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Class-specific, top-down segmentation
E. Borenstein and S. Ullman · 2002
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Grabcut: Interactive foreground extraction using iterated graph cuts
C. Rother, V. Kolmogorov, and A. Blake · 2004
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Image segmentation by probabilistic bottom-up aggregation and cue integration
S. Alpert, M. Galun, R. Basri, and A. Brandt · 2007
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Frequency-tuned salient region detection
R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk · 2009
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Robust higher order potentials for enforcing label consistency
P. Kohli, L. Ladicky, and P. Torr · 2009
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Image segmentation with a bounding box prior
V. Lempitsky, P. Kohli, C. Rother, and T. Sharp · 2009
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What is an object?
B. Alexe, T. Deselaers, and V. Ferrari · 2010
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icoseg: Interactive co-segmentation with intelligent scribble guidance
D. Batra, A. Kowdle, D. Parikh, J. Luo, and T. Chen · 2010
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Efficient hierarchical graph-based video segmentation
M. Grundmann, V. Kwatra, M. Han, and I. Essa · 2010
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Key-segments for video object segmentation
Y. Lee, J. Kim, and K. Grauman · 2011
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Towards understanding action recognition
H. Jhuang, J. Gall, S. Zuffi, C. Schmid, and M. J. Black · 2013
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Co-salient object detection from multiple images
H. Li, F. Meng, and K. Ngan · 2013
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Milcut: A sweeping line multiple instance learning paradigm for interactive image segmentation
J. Wu, Y. Zhao, J.-Y. Zhu, S. Luo, and Z. Tu · 2014
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Unsupervised co-segmentation based on a new global gmm constraint in mrf
H. Yu, M. Xian, and X. Qi · 2014
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Video object co-segmentation by regulated maximum weight cliques
D. Zhang, O. Javed, and M. Shah · 2014
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Edge boxes: Locating object proposals from edges
C. Zitnick and P. Dollár · 2014
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Global contrast based salient region detection
M.-M. Cheng, N. Mitra, X. Huang, P. Torr, and S.-M. Hu · 2015
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Multiscale superpixels and supervoxels based on hierarchical edge-weighted centroidal voronoi tessellation
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M. Tang, L. Gorelick, O. Veksler, and Y. Boykov · 2013
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Pseudo-bound optimization for binary energies
M. Tang, I. Ayed, and Y. Boykov · 2014
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Y. Zhou, L.Ju, and S. Wang · 2015
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Feature sampling strategies for action recognition
Y. Zhou, H. Yu, and S. Wang · 2015
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