Detection-based |
Arteta et al. (2012) |
SVM, dynamic programming, MSER detector |
Arteta et al. (2016) |
Tree-structured discrete graphical model, SVM, dynamic programming |
Hosseini et al. (2020) |
Mask R-CNN |
Regression-based |
Xue et al. (2016) |
AlexNet, ResNet |
Xie et al. (2018) |
Fully convolutional regression network |
Rad et al. (2018) |
Ensemble residual dilated U-Net |
Villa et al. (2018) |
CNN, LSTM |
Xue et al. (2019) |
CNN, compressed sensing, sparse coding |
Xu et al. (2019) |
U-Net |
He et al. (2019, 2021) |
FCN, shortcut connections |