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Data-driven model generates natural human motions for virtual avatars

Data-driven model generates natural human motions for virtual avatars
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Markos Diomataris , Sciencex Network , Variational Autoencoder , Max Planck Institute , Intelligent Systems , Computer Vision , Pattern Recognition , Intention Guided Human Motion Generation ,

"A digital shadow approach for enhancing process monitoring in wire arc" by Haochen Mu, Fengyang He et al.

With the development of Industry 4.0 and smart manufacturing, improving production automation, intelligence, and digitalization has become a research trend in the Wire Arc Additive Manufacturing (WAAM) field. This study introduces a digital shadow that aims to improve the adaptiveness and dimensionality of monitoring systems in WAAM. Three sensors are used in the digital shadow: a welding electric signal sensor, a camera, and a laser profilometer to collect welding current and voltage data, image data, and point cloud data. The collected multi-scaled data are time and spatially synchronized by sampling multiple points along the welding path. Three ML algorithms are used for decision-making: Multi-layer Perceptron (MLP) classifier and YOLOv5 are used for time and spatial-scale detection, respectively, and a Variational Autoencoder (VAE) is used for the decision-level fusion. The system performance is then tested to detect defects and geometric errors in practical experiments and the res ....

Wire Arc Additive Manufacturing , Multi Layer Perceptron , Variational Autoencoder , Defect Detection , Digital Shadow , Image Processing , Aser Profilometer , Machine Learning Ml , Sensor Fusion , Elding Electric Signals , Ire Arc Additive Manufacturing Waam ,

Chinese scientists discover 46 subglacial lakes in Antarctica

Chinese scientists discover 46 subglacial lakes in Antarctica
china.org.cn - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from china.org.cn Daily Mail and Mail on Sunday newspapers.

Tang Xueyuan , Southern University Of Science , Polar Research Institute Of China , China University Of Geosciences Wuhan , East Antarctica , Polar Research Institute , Variational Autoencoder , Gamburtsev Subglacial Mountains , China University , Southern University ,

Chinese scientists discover 46 subglacial lakes in Antarctica-Xinhua

Chinese scientists discover 46 subglacial lakes in Antarctica-Xinhua
english.news.cn - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from english.news.cn Daily Mail and Mail on Sunday newspapers.

Tang Xueyuan , China University Of Geosciences Wuhan , Polar Research Institute Of China , Southern University Of Science , East Antarctica , Polar Research Institute , Variational Autoencoder , Gamburtsev Subglacial Mountains , China University , Southern University ,