An end-to-end CNN regression model with selective optimization in ROI-wise manner achieves better visual encoding accuracy than traditional two-step voxel-wise models.
Histograms of oriented gradients for human detection; proceedings of the Computer Vision and Pattern Recognition, 2005 CVPR 2005 IEEE Computer Society Conference on, F, 2005 [C]
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Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimization
An end-to-end CNN regression model with selective optimization in ROI-wise manner achieves better visual encoding accuracy than traditional two-step voxel-wise models.