A5010650338- Hand Gesture Recognition Systems
- Wireless Signal Modulation Classification
- Advanced SAR Imaging Techniques
University of Moratuwa
2022
Transformers combined with convolutional encoders have been recently used for hand gesture recognition (HGR) using micro-Doppler signatures. In this letter, we propose a vision-transformer-based architecture HGR multiantenna continuous-wave Doppler radar receivers. The proposed consists of three modules: 1) encoder–decoder, 2) an attention module transformer layers, and 3) multilayer perceptron. novel decoder helps to feed patches larger sizes the improved feature extraction. Experimental...
Transformers combined with convolutional encoders have been recently used for hand gesture recognition (HGR) using micro-Doppler signatures. We propose a vision-transformer-based architecture HGR multi-antenna continuous-wave Doppler radar receivers. The proposed consists of three modules: encoderdecoder, an attention module transformer layers, and multi-layer perceptron. novel decoder helps to feed patches larger sizes the improved feature extraction. Experimental results obtained dataset...