Search Results for author: Gengfa Fang

Found 6 papers, 0 papers with code

Exploring Diverse Sounds: Identifying Outliers in a Music Corpus

no code implementations9 Apr 2024 Le Cai, Sam Ferguson, Gengfa Fang, Hani Alshamrani

Existing research on music recommendation systems primarily focuses on recommending similar music, thereby often neglecting diverse and distinctive musical recordings.

Music Recommendation Recommendation Systems

Feature Selection Approaches for Optimising Music Emotion Recognition Methods

no code implementations27 Dec 2022 Le Cai, Sam Ferguson, Haiyan Lu, Gengfa Fang

The result indicates that the performance of MER has improved for both Random Forest (RF) and Support Vector Regression (SVR) models by using SFS.

Emotion Recognition feature selection +2

AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement

no code implementations6 Aug 2022 Shannan Guan, Haiyan Lu, Linchao Zhu, Gengfa Fang

Existing 3D skeleton-based action recognition approaches reach impressive performance by encoding handcrafted action features to image format and decoding by CNNs.

Action Recognition Skeleton Based Action Recognition

EdgeLoc: An Edge-IoT Framework for Robust Indoor Localization Using Capsule Networks

no code implementations12 Sep 2020 Qianwen Ye, Xiaochen Fan, Gengfa Fang, Hongxia Bie, Chaocan Xiang, Xudong Song, Xiangjian He

First, the localization accuracy can be degraded by the random signal fluctuations, which would influence conventional localization algorithms that simply learn handcrafted features from raw fingerprint data.

Edge-computing Indoor Localization

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