Mehran Maghoumi

schoolUniversity of Central Floridabar_chart#7893 Global Rank

Total Papers

HCI Rank

#7893

Research Areas

Years Active

Recent Publications

DeepNAG: Deep Non-Adversarial Gesture Generation

Synthetic data generation to improve classification performance (data augmentation) is a well-studied problem. Recently, generative adversarial networks (GAN) have shown superior image data augmentation performance, but their suitability in gesture synthesis has received inadequate attention. Further, GANs prohibitive…

CHI '205th+ AuthorHand Gesture Recognition +2

Moving Toward an Ecologically Valid Data Collection Protocol for 2D Gestures In Video Games

Those who design gesture recognizers and user interfaces often use data collection applications that enable users to comfortably produce gesture training samples. In contrast, games present unique contexts that impact cognitive load and have the potential to elicit rapid gesticulations as players react to dynamic cond…

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