Face Recognition using mmWave RADAR imaging
Muralidhar Reddy Challa, Abhinav Kumar, Linga Reddy Cenkeramaddi · 2021 IEEE International Symposium on Smart Electronic Systems (iSES) · 2021
The current work presents a novel approach to signal processing and face recognition based on 60 GHz mmWave RADAR imaging. Machine learning algorithms such as Convolutional Auto-Encoder and Random Forest algorithm are employed to implement the face recognition scheme. The work presents an approach towards computing and processing higher dimensional RADAR imaging information through extreme feature extraction followed by simple Random Forest, thus enabling a computationally inexpensive algorithm for a mobile friendly implementation.