交互式圖像分割必讀論文合集

  因爲最近在做視頻和圖像分割方面的畢業設計,因此整理了交互式圖像分割的一些好的論文,從最初的傳統圖像處理技術到現在的深度學習方法,歡迎同樣做這方面畢設的朋友們和我多多交流。

下載鏈接:https://download.csdn.net/download/weixin_39626452/12206607

Interactive Segmentation文獻

 [1] Rother C, Kolmogorov V, Blake A. "GrabCut": interactive foreground extraction using iterated graph cuts[J]. ACM Transactions on Graphics (TOG), 2004,23(3):309-314.

 [2] Lempitsky V, Kohli P, Rother C, et al. Image segmentation with a bounding box prior[C]//2009 IEEE 12th international conference on computer vision. IEEE, 2009:277-284.

 [3] Wu J, Zhao Y, Zhu J, et al. MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2014:256-263.

 [4] Boykov Y Y, Jolly M P. Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images[C]//Proceedings eighth IEEE international conference on computer vision. ICCV 2001. IEEE, 2001:105-112.

 [5] Li Y, Sun J, Tang C, et al. Lazy Snapping[J]. ACM Transactions on Graphics (ToG), 2004,23(3):303-308.

 [6] Grady L. Random Walks for Image Segmentation[J]. IEEE transactions on pattern analysis and machine intelligence, 2006,28(11):1768-1783.

 [7] Gulshan V, Rother C, Criminisi A, et al. Geodesic star convexity for interactive image segmentation[C]//2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, 2010:3129-3136.

 [8] Kim T H, Lee K M, Lee S U. Nonparametric higher-order learning for interactive segmentation[C]//2010 IEEE computer society conference on computer vision and pattern recognition. IEEE, 2010:3201-3208.

 [9] Subr K, Paris S, Soler C, et al. Accurate Binary Image Selection from Inaccurate User Input[J]. Computer Graphics Forum, 2013,32(2pt1):41-50.

[10] Bai J, Wu X. Error-tolerant Scribbles Based Interactive Image Segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2014:392-399.

[11] Xu N, Price B, Cohen S, et al. Deep Interactive Object Selection[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016:373-381.

[12] Feng J, Price B, Cohen S, et al. Interactive Segmentation on RGBD Images via Cue Selection[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. IEEE, 2016:156-164.

[13] Lin D, Dai J, Jia J, et al. ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016:3159-3167.

[14] Liew J, Wei Y, Xiong W, et al. Regional Interactive Image Segmentation Networks[C]//2017 IEEE international conference on computer vision (ICCV). IEEE, 2017:2746-2754.

[15] Maninis K, Caelles S, Pont-Tuset J, et al. Deep Extreme Cut: From Extreme Points to Object Segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017:616-625.

[16] Li Z, Labs Q C I, Vladlen K. Interactive Image Segmentation with Latent Diversity[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018:577-585.

[17] Acuna D, Ling H, Kar A, et al. Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN[C]//Proceedings of the IEEE conference on Computer Vision and Pattern Recognition. 2018:859-868.

[18] Jang W, Kim C. Interactive Image Segmentation via Backpropagating Refinement Scheme[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019:5297-5306.

[19] Sofiiuk K, Petrov I, Barinova O, et al. f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation[J]. arXiv preprint arXiv:2001.10331, 2020.

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