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Manually annotating object segmentation masks is very time consuming.
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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Learning to detect natural image boundaries using local brightness, color, and texture cues
D. R. Martin, C. C. Fowlkes, and J. Malik · 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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Semantic contours from inverse detectors
B. Hariharan, P. Arbelaez, L. Bourdev, S. Maji, and J. Malik · 2011
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Hierarchical scene annotation
M. Maire, S. X. Yu, and P. Perona · 2013
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Microsoft coco: Common objects in context
T.-Y. Lin, M. Maire, S. Belongie, J. Hays, P. Perona, D. Ramanan, P. Dollár, and C. L. Zitnick · 2014
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Training object class detectors from eye tracking data
D. P. Papadopoulos, A. D. Clarke, F. Keller, and V. Ferrari · 2014
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Boxsup: Exploiting bounding boxes to supervise convolutional networks for semantic segmentation
J. Dai, K. He, and J. Sun · 2015
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The pascal visual object classes challenge: A retrospective
M. Everingham, S. M. A. Eslami, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman · 2015
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ImageNet Large Scale Visual Recognition Challenge
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei · 2015
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The fast bilateral solver
J. T. Barron and B. Poole · 2016
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What’s the Point: Semantic Segmentation with Point Supervision
A. Bearman, O. Russakovsky, V. Ferrari, and L. Fei-Fei · 2016
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The cityscapes dataset for semantic urban scene understanding
M. Cordts, M. Omran, S. Ramos, T. Rehfeld, M. Enzweiler, R. Benenson, U. Franke, S. Roth, and B. Schiele · 2016
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Scribblesup: Scribble-supervised convolutional networks for semantic segmentation
D. Lin, J. Dai, J. Jia, K. He, and J. Sun · 2016
Cited alongside, same era.
Supervised evaluation of image segmentation and object proposal techniques
J. Pont-Tuset and F. Marques · 2016
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Deep interactive object selection
N. Xu, B. Price, S. Cohen, J. Yang, and T. S. Huang · 2016
Cited alongside, same era.
Simple does it: Weakly supervised instance and semantic segmentation
A. Khoreva, R. Benenson, J. H. Hosang, M. Hein, and B. Schiele · 2017
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Regional interactive image segmentation networks
J. Liew, Y. Wei, W. Xiong, S.-H. Ong, and J. Feng · 2017
Cited alongside, same era.
The mapillary vistas dataset for semantic understanding of street scenes
G. Neuhold, T. Ollmann, S. Rota Bulò, and P. Kontschieder · 2017
Efficient interactive annotation of segmentation datasets with polygon-rnn++
D. Acuna, H. Ling, A. Kar, and S. Fidler · 2018
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Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs
L.-C. Chen, G. Papandreou, I. Kokkinos, K. Murphy, and A. L. Yuille · 2018
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A fully convolutional two-stream fusion network for interactive image segmentation
Y. Hu, A. Soltoggio, R. Lock, and S. Carter · 2018
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The apolloscape dataset for autonomous driving
X. Huang, X. Cheng, Q. Geng, B. Cao, D. Zhou, P. Wang, Y. Lin, and R. Yang · 2018
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2018 panoptic segmentation dataset overview
A. Kirillov · 2018
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Cited alongside, same era.
Extreme clicking for efficient object annotation
D. P. Papadopoulos, J. R. Uijlings, F. Keller, and V. Ferrari · 2017
Cited alongside, same era.
Training object class detectors with click supervision
D. P. Papadopoulos, J. R. R. Uijlings, F. Keller, and V. Ferrari · 2017
Cited alongside, same era.
Outlining objects for interactive segmentation on touch devices
M. Pizenberg, A. Carlier, E. Faure, and V. Charvillat · 2017
Cited alongside, same era.
Revisiting unreasonable effectiveness of data in deep learning era
C. Sun, A. Shrivastava, S. Singh, and A. Gupta · 2017
Cited alongside, same era.
Deep grabcut for object selection
N. Xu, B. Price, S. Cohen, J. Yang, and T. Huang · 2017
Cited alongside, same era.
Scene parsing through ade20k dataset
B. Zhou, H. Zhao, X. Puig, S. Fidler, A. Barriuso, and A. Torralba · 2017
Cited alongside, same era.
A. Kuznetsova, H. Rom, N. Alldrin, J. Uijlings, I. Krasin, J. Pont-Tuset, S. Kamali, S. Popov, M. Malloci, T. Duerig, and V. Ferrari · 2018
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Interactive boundary prediction for object selection
H. Le, L. Mai, B. Price, S. Cohen, H. Jin, and F. Liu · 2018
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Interactive image segmentation with latent diversity
Z. Li, Q. Chen, and V. Koltun · 2018
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Iteratively trained interactive segmentation
S. Mahadevan, P. Voigtlaender, and B. Leibe · 2018
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Deep extreme cut: From extreme points to object segmentation
K.-K. Maninis, S. Caelles, J. Pont-Tuset, and L. Van Gool · 2018
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Deepigeos: a deep interactive geodesic framework for medical image segmentation
G. Wang, M. A. Zuluaga, W. Li, R. Pratt, P. A. Patel, M. Aertsen, T. Doel, A. L. Divid, J. Deprest, S. Ourselin, et al · 2018
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Weakly supervised instance segmentation using class peak response
Y. Zhou, Y. Zhu, Q. Ye, Q. Qiu, and J. Jiao · 2018
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