Synthetic 3D full-body skeletal motion from 2D paths using RNN with LSTM cells and linear networks.
David Carneros-PradoCosmin C. DobrescuLuis CabañeroLaura VillaYulith V. Altamirano-FloresIrvin Hussein López-NavaIván GonzálezJesús FontechaRamón HervásPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- recurrent neural networks
- human motion
- long short term memory
- human body
- nearest neighbor
- image sequences
- motion capture
- neural network
- space time
- feed forward
- motion analysis
- social networks
- artificial neural networks
- angular velocity
- body movements
- motion estimation
- body parts
- motion model
- motion tracking
- network structure
- closed form
- motion detection
- upper body
- path length
- visual cortex
- articulated model
- complex networks
- multibody
- rigid motion
- back propagation
- motion segmentation
- camera motion
- least squares