Deep Learning for Facial Informatics

• अन्य लेखक: Hsu, Gee-Sern Jison (संपादक), Timofte, Radu (संपादक)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
• विषय: 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
• ऑनलाइन पहुंच: DOAB: download the publication; DOAB: description of the publication

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...