Customized Attention Mechanism for Relation Classification

no code implementations • PACLIC 2018 • Shirong Shen, Yang Wen, Lijuan Zhou, Hongyin Zan

Classification Relation +1

Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey

no code implementations • 19 Oct 2023 • Lijuan Zhou, Xiang Meng, Zhihuan Liu, Mengqi Wu, Zhimin Gao, Pichao Wang

This paper presents a comprehensive survey of pose-based applications utilizing deep learning, encompassing pose estimation, pose tracking, and action recognition. Pose estimation involves the determination of human joint positions from images or image sequences.

2D Pose Estimation 3D Pose Estimation +3

Learning a Pose Lexicon for Semantic Action Recognition

no code implementations • 1 Apr 2016 • Lijuan Zhou, Wanqing Li, Philip Ogunbona

This paper presents a novel method for learning a pose lexicon comprising semantic poses defined by textual instructions and their associated visual poses defined by visual features.

Action Recognition Temporal Action Localization +2