... vision convolutional neural networks machine learning numerical modeling Proceedings of the ASME 2021 30th Conference on Information Storage and Processing Systems ISPS2021 June 2-3, 2021, Virtual, Online ISPS2021-65036 MODELING 3D CONVOLUTION ARCHITECTURE FOR ACTIONS RECOGNITION Bogdan Alexandru...

... specialized equipment, whereas combining video with sensor data provides a higher accuracy, albeit at a higher cost. Neural networks and especially convolutional neural networks are the starting point for human action recognition. By their nature, they can recognize very well spatial and temporal features...

.... After a simple and a complex unit, an Average Pool 3D layer reduces at least one dimension to half. artificial intelligence artificial neural networks computer vision convolutional neural networks recurrent neural networks Proceedings of the ASME 2021 30th Conference on Information Storage...