ZHAO Hai, ZHOU Bing-ling, ZHU Hong-bo, DOU Sheng-chang. Fast Segmentation Algorithm of 3D Lung Parenchyma Based on Continuous Max-Flow[J]. Journal of Northeastern University Natural Science, 2020, 41(4): 470-474.
[1]Zhu W,Liu C,Fan W,et al.Deeplung:3D deep convolutional nets for automated pulmonary nodule detection and classification[C]//IEEE Winter Conference on Applications of Computer Vision(WACV).Los Angeles,2018:673-681. [2]Dou Q,Chen H,Yu L,et al.Multilevel contextual 3D CNNs for false positive reduction in pulmonary nodule detection[J].IEEE Transactions on Biomedical Engineering,2016,64(7):1558-1567. [3]Jin H,Li Z,Tong R,et al.A deep 3D residual CNN for false positive reduction in pulmonary nodule detection[J].Medical Physics,2018,45(5):2097-2107. [4]依玉峰,高立群,郭丽.一种基于改进随机游走的肺结节分割方法[J].东北大学学报(自然科学版),2012,33(3):17-21.(Yi Yu-feng,Gao Li-qun,Guo Li.A lung nodule segmentation method based on improved random walk[J].Journal of Northeastern University(Natural Science),2012,33(3):17-21.) [5]Ren X,Malik J.Learning a classification model for segmentation[C]//International Conference on Computer Vision.Nice,2003:10-17. [6]Achanta R,Shaji A,Smith K,et al.SLIC superpixels compared to state-of-the-art superpixel methods[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2012,34(11):2274-2282. [7]Nie W Z,Liu A A,Gao Z,et al.Clique-graph matching by preserving global & local structure[C]//IEEE Conference on Computer Vision and Pattern Recognition(CVPR).Boston,2015:4503-4510. [8]Ford L R,Fulkerson D R.Maximal flow through a network[J].Canadian Journal of Mathematics,1956,8:399-404. [9]Yuan J,Bae E,Tai X C.A study on continuous max-flow and min-cut approaches[C]//Computer Vision & Pattern Recognition.San Francisco:IEEE,2010:13-18. [10]Simon N,Friedman J,Hastie T,et al.A sparse-group lasso[J].Journal of Computational & Graphical Statistics,2013,22(2):231-245. [11]刘建伟,崔立鹏,刘泽宇,等.正则化稀疏模型[J].计算机学报,2015(7):1307-1325.(Liu Jian-wei,Cui Li-peng,Liu Ze-yu,et al.Regularized sparse model[J].Chinese Journal of Computers,2015(7):1307-1325.) [12]Taha A A,Hanbury A.Metrics for evaluating 3D medical image segmentation:analysis,selection,and tool[J].BMC Medical Imaging,2015,15:29-56. [15]关守平,房少纯.一种新型的区间-粒子群优化算法[J].东北大学学报(自然科学版),2012,33(10):1381-1384.(Guan Shou-ping,Fang Shao-chun.A new interval particle swarm optimization algorithm[J].Journal of Northeastern University(Natural Science),2012,33(10):1381-1384.)