ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

作者: Jiaya Jia , Di Lin , Jifeng Dai , Kaiming He , Jian Sun

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摘要: Large-scale data are of crucial importance for learning semantic segmentation models, but annotating per-pixel masks is a tedious and inefficient procedure. We note that for the topic of …

参考文章(23)
Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi, TextonBoost : joint appearance, shape and context modeling for multi-class object recognition and segmentation european conference on computer vision. ,vol. 1, pp. 1- 15 ,(2006) , 10.1007/11744023_1
Jonathan Long, Evan Shelhamer, Trevor Darrell, Fully convolutional networks for semantic segmentation computer vision and pattern recognition. pp. 3431- 3440 ,(2015) , 10.1109/CVPR.2015.7298965
Jifeng Dai, Kaiming He, Jian Sun, Convolutional feature masking for joint object and stuff segmentation computer vision and pattern recognition. pp. 3992- 4000 ,(2015) , 10.1109/CVPR.2015.7299025
Evan Shelhamer, Jonathan Long, Deepak Pathak, Trevor Darrell, Fully Convolutional Multi-Class Multiple Instance Learning arXiv: Computer Vision and Pattern Recognition. ,(2014)
Antonio Criminisi, Toby Sharp, Carsten Rother, Patrick P'erez, Geodesic image and video editing ACM Transactions on Graphics. ,vol. 29, pp. 1- 15 ,(2010) , 10.1145/1857907.1857910
Sean Bell, Paul Upchurch, Noah Snavely, Kavita Bala, OpenSurfaces: a richly annotated catalog of surface appearance international conference on computer graphics and interactive techniques. ,vol. 32, pp. 111- ,(2013) , 10.1145/2461912.2462002
Chen Change Loy, Ziwei Liu, Xiaoou Tang, Xiaoxiao Li, Ping Luo, Semantic Image Segmentation via Deep Parsing Network arXiv: Computer Vision and Pattern Recognition. ,(2015)
Pushmeet Kohli, L’ubor Ladický, Philip H. S. Torr, Robust higher order potentials for enforcing label consistency computer vision and pattern recognition. ,vol. 82, pp. 302- 324 ,(2008) , 10.1007/S11263-008-0202-0
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C. Berg, Li Fei-Fei, ImageNet Large Scale Visual Recognition Challenge International Journal of Computer Vision. ,vol. 115, pp. 211- 252 ,(2015) , 10.1007/S11263-015-0816-Y
Carsten Rother, Vladimir Kolmogorov, Andrew Blake, "GrabCut" ACM Transactions on Graphics. ,vol. 23, pp. 309- 314 ,(2004) , 10.1145/1015706.1015720