Face Alignment
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Benchmarks
300W
WFLW
COFW
AFLW-19
AFLW2000-3D
WFW (Extra Data)
300W Split 2
COFW-68
AFLW2000
300W Split 2 (300W-LP)
COFW-68 (300WLP)
FaceScape
AFLW
AFLW-LFPA
300W (Common)
AFLW-Full
IBUG
MERL-RAV
300-VW (C)
3DFAW
AFLW-PIFA (21 points)
AFLW-PIFA (34 points)
CelebA + AFLW Unaligned
CelebA Aligned
LS3D-W Balanced
Menpo
Most implemented
Deep High-Resolution Representation Learning for Visual Recognition
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
High-Resolution Representations for Labeling Pixels and Regions
PFLD: A Practical Facial Landmark Detector
Fine-Grained Head Pose Estimation Without Keypoints
RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild
Papers
BIDO: A Biometric Identity Online Authentication Framework
Security systems demand continuous, cryptograph- ically robust identity verification without requiring subjects to carry physical tokens, smart cards, or dedicated hardware authenticators. This paper presents BIDO (Biome…
Face AlignmentA cross-modal network for facial expression recognition
Deep neural networks enriched with structural information have been widely employed for facial expression recognition tasks. However, these methods often depend on hierarchical information rather than face property to fi…
Facial Expression RecognitionFace AlignmentVideoPulse: Neonatal heart rate and peripheral capillary oxygen saturation (SpO2) estimation from contact free video
Remote photoplethysmography (rPPG) enables contact free monitoring of vital signs and is especially valuable for neonates, since conventional methods often require sustained skin contact with adhesive probes that can irr…
SpO2 estimationFace AlignmentBackdoor Attacks on Deep Learning Face Detection
Face Recognition Systems that operate in unconstrained environments capture images under varying conditions,such as inconsistent lighting, or diverse face poses. These challenges require including a Face Detection module…
Face RecognitionFace AlignmentFace DetectionFace2VoiceSync: Lightweight Face-Voice Consistency for Text-Driven Talking Face Generation
Recent studies in speech-driven talking face generation achieve promising results, but their reliance on fixed-driven speech limits further applications (e.g., face-voice mismatch). Thus, we extend the task to a more cha…
Talking Face GenerationFace AlignmentTowards Large-Scale Pose-Invariant Face Recognition Using Face Defrontalization
Face recognition under extreme head poses is a challenging task. Ideally, a face recognition system should perform well across different head poses, which is known as pose-invariant face recognition. To achieve pose inva…
Face AlignmentFace RecognitionRobust Face Recognition