7 citations · 9 across the 7 of their papers we have counts for
7 papers
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot
Zhanzhong Gu, Xiangjian He, Gengfa Fang +3
Healthcare monitoring is crucial, especially for the daily care of elderly individuals living alone. It can detect dangerous occurrences, such as falls, and provide timely alerts t…
Exploring Diverse Sounds: Identifying Outliers in a Music Corpus
Le Cai, Sam Ferguson, Gengfa Fang +1
Existing research on music recommendation systems primarily focuses on recommending similar music, thereby often neglecting diverse and distinctive musical recordings. Musical outl…
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition
Shannan Guan, Xin Yu, Wei Huang +2
In this work, we propose a new Dual Min-Max Games (DMMG) based self-supervised skeleton action recognition method by augmenting unlabeled data in a contrastive learning framework.…
Feature Selection Approaches for Optimising Music Emotion Recognition Methods
Le Cai, Sam Ferguson, Haiyan Lu +1
The high feature dimensionality is a challenge in music emotion recognition. There is no common consensus on a relation between audio features and emotion. The MER system uses all…
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement
Shannan Guan, Haiyan Lu, Linchao Zhu +1
Existing 3D skeleton-based action recognition approaches reach impressive performance by encoding handcrafted action features to image format and decoding by CNNs. However, such me…
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning
Shannan Guan, Haiyan Lu, Linchao Zhu +1
3D pose estimation has recently gained substantial interests in computer vision domain. Existing 3D pose estimation methods have a strong reliance on large size well-annotated 3D p…
EdgeLoc: An Edge-IoT Framework for Robust Indoor Localization Using Capsule Networks
Qianwen Ye, Xiaochen Fan, Gengfa Fang +4
With the unprecedented demand for location-based services in indoor scenarios, wireless indoor localization has become essential for mobile users. While GPS is not available at ind…