DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition

no code implementations • 22 Feb 2023 • Shannan Guan, Xin Yu, Wei Huang, Gengfa Fang, Haiyan Lu

Our DMMG consists of a viewpoint variation min-max game and an edge perturbation min-max game.

Action Recognition Contrastive Learning +2

Feature Selection Approaches for Optimising Music Emotion Recognition Methods

no code implementations • 27 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 implementations • 6 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

PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning

no code implementations • 7 Jul 2022 • Shannan Guan, Haiyan Lu, Linchao Zhu, Gengfa Fang

3D pose estimation has recently gained substantial interests in computer vision domain.

3D Human Pose Estimation 3D Pose Estimation +1