Facial Landmark Detection
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Benchmarks
300W
AFLW-Full
AFLW-Front
CatFLW
WFLW
300-VW (C)
300W (Full)
COCO-WholeBody
COFW
AFLW2000-3D
Most implemented
High-Resolution Representations for Labeling Pixels and Regions
PFLD: A Practical Facial Landmark Detector
FacePoseNet: Making a Case for Landmark-Free Face Alignment
Fast Localization of Facial Landmark Points
FaceXFormer: A Unified Transformer for Facial Analysis
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Papers
FAHCD-Net: Frequency-Adaptive Heatmap-Conditional Diffusion Networks for Robust Facial Landmark Detection
Facial Landmark Detection(FLD) is a crucial task in various applications and has achieved significant advancements in recent years. However, current FLD methods still struggle under challenging conditions, where facial s…
Facial Landmark DetectionFreqFLD: Towards All-in-One Facial Landmark Detection via Frequency Modulation
Recent progress in deep learning has significantly advanced facial landmark detection. However, most existing methods process features in a spatial-domain manner under a dataset-specific training paradigm, which overlook…
Facial Landmark DetectionVideo-Based Detection of squint and cataract for accessibility-aware adaptive web interface rendering
Squint and cataract are major ocular disorders that majorly affect visual perception and interaction capability. This paper proposes a real-time video-based automated detection system for squint and cataract detection ba…
Facial Landmark DetectionNeoLoc-68: End-to-end 68-point neonatal facial landmark localisation in neonatal clinical environments
Facial landmark localisation is a prerequisite for developing automated, non-contact neonatal pain assessment methods. Clinicians use pain scales to judge the severity of pain, many of which rely on facial expression. Ho…
Facial Landmark DetectionAuditing Demographic Bias in Facial Landmark Detection for Fair Human-Robot Interaction
Fairness in human-robot interaction critically depends on the reliability of the perceptual models that enable robots to interpret human behavior. While demographic biases have been widely studied in high-level facial an…
Facial Landmark DetectionOccFace: Unified Occlusion-Aware Facial Landmark Detection with Per-Point Visibility
Accurate facial landmark detection under occlusion remains challenging, especially for human-like faces with large appearance variation and rotation-driven self-occlusion. Existing detectors typically localize landmarks …
Facial Landmark Detection