Robust Face Alignment

3 papers with code · Computer Vision

Robust face alignment is the task of face alignment in unconstrained (non-artificial) conditions.

( Image credit: Deep Alignment Network )

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Greatest papers with code

Deep Alignment Network: A convolutional neural network for robust face alignment

6 Jun 2017MarekKowalski/DeepAlignmentNetwork

Our method uses entire face images at all stages, contrary to the recently proposed face alignment methods that rely on local patches.

FACE ALIGNMENT KEYPOINT DETECTION ROBUST FACE ALIGNMENT

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

ICCV 2019 protossw512/AdaptiveWingLoss

Then we propose a novel loss function, named Adaptive Wing loss, that is able to adapt its shape to different types of ground truth heatmap pixels.

FACE ALIGNMENT ROBUST FACE ALIGNMENT