A Review of Keypoints’ Detection and Feature Description in Image Registration

Figure 10

SuperPoint decoders. Both decoders operate on a shared and spatially reduced representation of the input. To keep the model fast and easy to train, both decoders use nonlearned upsampling to bring the representation back to .