基于视觉的人体动作质量评价研究综述

沈媛媛, 张燕明, 沈燕飞 - 自动化学报, 2024 - aas.net.cn
基于视觉的人体动作质量评价利用计算机视觉相关技术自动分析个体运动完成情况,
并为其提供相应的动作质量评价结果. 这已成为运动科学和人工智能交叉领域的一个热点研究 …

Visual-semantic Alignment Temporal Parsing for Action Quality Assessment

K Gedamu, Y Ji, Y Yang, J Shao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Action Quality Assessment (AQA) is a challenging task involving analyzing fine-grained
technical subactions, aligning high-level visual-semantic representations, and exploring …

Sportu: A comprehensive sports understanding benchmark for multimodal large language models

H Xia, Z Yang, J Zou, R Tracy, Y Wang, C Lu… - arXiv preprint arXiv …, 2024 - arxiv.org
Multimodal Large Language Models (MLLMs) are advancing the ability to reason about
complex sports scenarios by integrating textual and visual information. To comprehensively …

A Comprehensive Survey of Action Quality Assessment: Method and Benchmark

K Zhou, R Cai, L Wang, HPH Shum, X Liang - arXiv preprint arXiv …, 2024 - arxiv.org
Action Quality Assessment (AQA) quantitatively evaluates the quality of human actions,
providing automated assessments that reduce biases in human judgment. Its applications …

Pro2Diff: Proposal Propagation for Multi-Object Tracking via the Diffusion Model

H Liu, C Zhang, B Fan, J Xu - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Multi-object tracking (MOT) aims to estimate the bounding boxes and ID labels of objects in
videos. The challenging issue in this task is to alleviate competitive learning between the …

Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression

M Qi, H Ye, J Peng, H Ma - arXiv preprint arXiv:2501.03674, 2025 - arxiv.org
Action Quality Assessment (AQA), which aims at automatic and fair evaluation of athletic
performance, has gained increasing attention in recent years. However, athletes are often in …