Human Posture Reconstruction for Through-the-Wall Radar Imaging Using Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3073073
Abstract: Low imaging spatial resolution hinders through-the-wall radar imaging (TWRI) from reconstructing complete human postures. This letter mainly discusses a convolutional neural network (CNN)-based human posture reconstruction method for TWRI. The training process follows a supervision-prediction… read more here.
Keywords: posture reconstruction; wall radar; radar imaging; convolutional neural ... See more keywords
An Adaptive Human Posture Detection Algorithm Based on Generative Adversarial Network
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7193234
Abstract: Human posture equipment technology has advanced significantly thanks to advances in deep learning and machine vision. Even the most advanced models may not be able to predict all body joints accurately. This paper proposes an… read more here.
Keywords: adversarial network; posture; algorithm; generative adversarial ... See more keywords
Recurrent Network Solutions for Human Posture Recognition Based on Kinect Skeletal Data
Sign Up to like & getrecommendations! Published in 2023 at "Sensors"
DOI: 10.3390/s23115260
Abstract: Ambient Assisted Living (AAL) systems are designed to provide unobtrusive and user-friendly support in daily life and can be used for monitoring frail people based on various types of sensors, including wearables and cameras. Although… read more here.
Keywords: solutions human; posture recognition; network solutions; human posture ... See more keywords