Deep Learning for Facial Informatics

Deep Learning for Facial Informatics

Deep learning has been revolutionizing many fields in computer vision, and facial informatics is one of the major fields. Novel approaches and performance breakthroughs are often reported on existing benchmarks. As the performances on existing benchmarks are close to saturation, larger and more chal...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
History of engineering and technology
2D attribute maps
3D geometry data
age estimation
coarse-to-fine
convolutional neural network
convolutional neural network (CNN)
convolutional neural networks
deep learning
deep metric learning
depth
emotion classification
external knowledge
face liveness detection
facial images processing
facial key point detection
facial landmarking
fused CNN feature
generative adversarial network
image classification
merging networks
multi-task learning
RGB
thermal image
Online Access:Open Access: DOAB: description of the publication
Open Access: DOAB, download the publication

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