Human body part estimation from depth images via spatially-constrained deep learning
We integrate spatial part layout into supervised learning of the deep ConvNets. Spatial learning for unsupervised pre-training of the deep ConvNets is proposed. We are the first to apply deep learning to the body segmentation from depth images.
depth images deep learning segmentation spatial layout convolutional networks