Interspecies Knowledge Transfer for Facial Keypoint Detection

CVPR 2017 Maheen RashidXiuye GuYong Jae Lee

We present a method for localizing facial keypoints on animals by transferring knowledge gained from human faces. Instead of directly finetuning a network trained to detect keypoints on human faces to animal faces (which is sub-optimal since human and animal faces can look quite different), we propose to first adapt the animal images to the pre-trained human detection network by correcting for the differences in animal and human face shape... (read more)

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