Search Results for author: Mehran Maghoumi

Found 4 papers, 2 papers with code

DeepNAG: Deep Non-Adversarial Gesture Generation

1 code implementation18 Nov 2020 Mehran Maghoumi, Eugene M. Taranta II, Joseph J. LaViola Jr

We find that DeepNAG outperforms DeepGAN in accuracy, training time (up to 17x faster), and realism, thereby opening the door to a new line of research in generator network design and training for gesture synthesis.

Data Augmentation Dynamic Time Warping +2

DeepGRU: Deep Gesture Recognition Utility

1 code implementation30 Oct 2018 Mehran Maghoumi, Joseph J. LaViola Jr

We propose DeepGRU, a novel end-to-end deep network model informed by recent developments in deep learning for gesture and action recognition, that is streamlined and device-agnostic.

Action Recognition Gesture Recognition +2

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