RED-Net: A Recurrent Encoder–Decoder Network for Video-Based Face Alignment
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-018-1095-1
Abstract: We propose a novel method for real-time face alignment in videos based on a recurrent encoder–decoder network model. Our proposed model predicts 2D facial point heat maps regularized by both detection and regression loss, while… read more here.
Keywords: model; face alignment; recurrent; network ... See more keywords
Attention-Guided Coarse-to-Fine Network for 2D Face Alignment in the Wild
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2930304
Abstract: Methods based on stacked hourglass networks (SHNs) have achieved great progress in face alignment tasks. However, most of these algorithms have met with limited success in modeling correlations among features. Visual attention mechanisms have shown… read more here.
Keywords: face alignment; attention; network; attention guided ... See more keywords
Learning Deep Sharable and Structural Detectors for Face Alignment
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2017.2657118
Abstract: Face alignment aims at localizing multiple facial landmarks for a given facial image, which usually suffers from large variances of diverse facial expressions, aspect ratios and partial occlusions, especially when face images were captured in… read more here.
Keywords: deep sharable; sharable structural; structural detectors; face alignment ... See more keywords
Cascaded face alignment via intimacy definition feature
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DOI: 10.1117/1.jei.26.5.053024
Abstract: Abstract. Recent years have witnessed the emerging popularity of regression-based face aligners, which directly learn mappings between facial appearance and shape-increment manifolds. We propose a random-forest based, cascaded regression model for face alignment by using… read more here.
Keywords: definition feature; feature; intimacy definition; face ... See more keywords
Face Alignment in Thermal Infrared Images Using Cascaded Shape Regression
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph18041776
Abstract: The evaluation of physiological and psychological states using thermal infrared images is based on the skin temperature of specific regions of interest, such as the nose, mouth, and cheeks. To extract the skin temperature of… read more here.
Keywords: alignment; thermal infrared; infrared images; face alignment ... See more keywords