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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Detalles Bibliográficos
Otros Autores: Hsu, Gee-Sern Jison (Editor), Timofte, Radu (Otro)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
Materias:
History of engineering & technology
deep learning
RGB
depth
facial landmarking
merging networks
3D geometry data
2D attribute maps
fused CNN feature
coarse-to-fine
convolutional neural network (CNN)
deep metric learning
multi-task learning
image classification
age estimation
generative adversarial network
emotion classification
facial key point detection
facial images processing
convolutional neural networks
face liveness detection
convolutional neural network
thermal image
external knowledge
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009654958506719

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