Keyword [Mask R-CNN] [RoI Align]

He K, Gkioxari G, Dollár P, et al. Mask r-cnn[C]//Proceedings of the IEEE international conference on computer vision. 2017: 2961-2969.

Keyword [Faster R-CNN] [RoI Align]

Ren S, He K, Girshick R, et al. Faster R-CNN: Towards real-time object detection with region proposal networks[C]//Advances in neural information processing systems. 2015: 91-99.

Keyword [Fast R-CNN]

Girshick R. Fast r-cnn[C]//Proceedings of the IEEE international conference on computer vision. 2015: 1440-1448.

Keyword [R-CNN]

Girshick R, Donahue J, Darrell T, et al. Rich feature hierarchies for accurate object detection and semantic segmentation[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 580-587.

Keyword [Bilateral Filtering] [CRF] [Non-local Means]

如何轻松愉快地理解条件随机场（CRF）
非局部均值去噪（NL-means）
图像非局部均值滤波的原理
Bilateral Filtering(双边滤波) for SSAO

Wang X, Girshick R, Gupta A, et al. Non-local neural networks[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 7794-7803.

Keyword [STN]

Jaderberg M, Simonyan K, Zisserman A. Spatial transformer networks[C]//Advances in neural information processing systems. 2015: 2017-2025.

Keyword [Transformation] [Thin-Plate Spline (TPS)]

仿射变换与投影变换
数值方法——薄板样条插值（Thin-Plate Spline）
薄板样条函数(Thin plate splines)的讨论与分析
关于Thin Plate Spline （薄板样条函数）

Keyword [Classification] [EM Algorithm]

Hui J. Understanding Matrix capsules with EM Routing[J]. Blog.​ Nov, 2017.
“Understanding Matrix capsules with EM Routing (Based on Hinton’s Capsule Networks)”

EM算法学习(Expectation Maximization Algorithm)