计算机科学
人工智能
随机森林
雷达成像
雷达
面部识别系统
计算机视觉
特征提取
面子(社会学概念)
卷积神经网络
模式识别(心理学)
电信
社会科学
社会学
作者
Muralidhar Reddy Challa,Abhinav Kumar,Linga Reddy Cenkeramaddi
标识
DOI:10.1109/ises52644.2021.00081
摘要
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.
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