41 citations · 54 across the 8 of their papers we have counts for
3 papers · 1 filter
ConvMixFormer- A Resource-efficient Convolution Mixer for Transformer-based Dynamic Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
Transformer models have demonstrated remarkable success in many domains such as natural language processing (NLP) and computer vision. With the growing interest in transformer-base…
MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
In this paper, we introduce a novel Multiscale Video Transformer Network (MVTN) for dynamic hand gesture recognition, since multiscale features can extract features with variable s…
GestFormer: Multiscale Wavelet Pooling Transformer Network for Dynamic Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
Transformer model have achieved state-of-the-art results in many applications like NLP, classification, etc. But their exploration in gesture recognition task is still limited. So,…