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SD-HRNet: Slimming and Distilling High-Resolution Network for Efficient Face Alignment [PDF]
Sensors, 2023 Face alignment is widely used in high-level face analysis applications, such as human activity recognition and human–computer interaction. However, most existing models involve a large number of parameters and are computationally inefficient in practical
Xuxin Lin +3 more
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Heatmap-Guided Selective Feature Attention for Robust Cascaded Face Alignment [PDF]
Sensors, 2023 Face alignment methods have been actively studied using coordinate and heatmap regression tasks. Although these regression tasks have the same objective for facial landmark detection, each task requires different valid feature maps.
Jaehyun So, Youngjoon Han
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Joint Alignment of Image Faces [PDF]
IEEE Access, 2020 Researches on face alignment have made great progress, which benefits from the use of prior information and auxiliary models. However, that information lacks in a single face image has always affected the further development of these researches.
Gang Zhang +4 more
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Phased Groupwise Face Alignment [PDF]
IEEE Access, 2020 A face does not only have rigid variations but also non-rigid distortions, which has influenced the performance of groupwise face alignment. A novel method for groupwise face alignment which considers both rigid variations of a face and non-rigid ...
Gang Zhang +4 more
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Face alignment in-the-wild: A Survey [PDF]
Computer Vision and Image Understanding, 2017 Over the last two decades, face alignment or localizing fiducial facial points has received increasing attention owing to its comprehensive applications in automatic face analysis. However, such a task has proven extremely challenging in unconstrained environments due to many confounding factors, such as pose, occlusions, expression and illumination ...
Xiaoyang Tan
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Cascade of forests for face alignment
IET Computer Vision, 2015 In this study, we propose a regression forests‐based cascaded method for face alignment. We build on the cascaded pose regression (CPR) framework and propose to use the regression forest as a primitive regressor.
Heng Yang, Changqing Zou, Ioannis Patras
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Real-world face super-resolution based on generative adversarial and face alignment networks [PDF]
Scientific ReportsFacial recognition performance is significantly limited when dealing with low-resolution face images, especially in real-world scenarios, due to the lack of precise knowledge about the degradation kernel.
Hebatallah Fathy +2 more
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Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 IEEE Transactions on Pattern Analysis and Machine Intelligence, Nov ...
Dan Zeng, Xiaoming Liu, Feng Liu
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APA: Adaptive Pose Alignment for Pose-Invariant Face Recognition
IEEE Access, 2019 Face alignment is a crucial step in face recognition. Through making the position of face consistent, face alignment reduces intra-class variability due to factors such as lighting, background, pose, and perspective transformation, and further ...
Zhanfu An +4 more
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Face Alignment in Thermal Infrared Images Using Cascaded Shape Regression [PDF]
International Journal of Environmental Research and Public Health, 2021 Kent Nagumo, Akio Nozawa, Kosuke Oiwa
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