Vision transformers for action recognition: A survey
Vision transformers are emerging as a powerful tool to solve computer vision problems.
Recent techniques have also proven the efficacy of transformers beyond the image domain …
Recent techniques have also proven the efficacy of transformers beyond the image domain …
Pecop: Parameter efficient continual pretraining for action quality assessment
A Dadashzadeh, S Duan, A Whone… - Proceedings of the …, 2024 - openaccess.thecvf.com
The limited availability of labelled data in Action Quality Assessment (AQA), has forced
previous works to fine-tune their models pretrained on large-scale domain-general datasets …
previous works to fine-tune their models pretrained on large-scale domain-general datasets …
A video-based augmented reality system for human-in-the-loop muscle strength assessment of juvenile dermatomyositis
As the most common idiopathic inflammatory myopathy in children, juvenile dermatomyositis
(JDM) is characterized by skin rashes and muscle weakness. The childhood myositis …
(JDM) is characterized by skin rashes and muscle weakness. The childhood myositis …
Narrative Action Evaluation with Prompt-Guided Multimodal Interaction
In this paper we investigate a new problem called narrative action evaluation (NAE). NAE
aims to generate professional commentary that evaluates the execution of an action. Unlike …
aims to generate professional commentary that evaluates the execution of an action. Unlike …
Fine-grained spatio-temporal parsing network for action quality assessment
Action Quality Assessment (AQA) plays an important role in video analysis, which is applied
to evaluate the quality of specific actions, ie, sports activities. However, it is still challenging …
to evaluate the quality of specific actions, ie, sports activities. However, it is still challenging …
A contrastive learning network for performance metric and assessment of physical rehabilitation exercises
L Yao, Q Lei, H Zhang, J Du… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Human activity analysis in the legal monitoring environment plays an important role in the
physical rehabilitation field, as it helps patients with physical injuries improve their …
physical rehabilitation field, as it helps patients with physical injuries improve their …
A Figure Skating Jumping Dataset for Replay-Guided Action Quality Assessment
In competitive sports, judges often scrutinize replay videos from multiple views to adjudicate
uncertain or contentious actions, and ultimately ascertain the definitive score. Most existing …
uncertain or contentious actions, and ultimately ascertain the definitive score. Most existing …
Localization-assisted Uncertainty Score Disentanglement Network for Action Quality Assessment
Y Ji, L Ye, H Huang, L Mao, Y Zhou, L Gao - Proceedings of the 31st …, 2023 - dl.acm.org
Action Quality Assessment (AQA) has wide applications in various scenarios. Regarding the
AQA of long-term figure skating, the big challenge lies in semantic context feature learning …
AQA of long-term figure skating, the big challenge lies in semantic context feature learning …
Sedskill: Surgical events driven method for skill assessment from thoracoscopic surgical videos
Thoracoscopy-assisted mitral valve replacement (MVR) is a crucial treatment for patients
with mitral regurgitation and demands exceptional surgical skills to prevent complications …
with mitral regurgitation and demands exceptional surgical skills to prevent complications …
Procedure-Aware Action Quality Assessment: Datasets and Performance Evaluation
In this paper, we investigate the problem of procedure-aware action quality assessment,
which analyzes the action quality by delving into the semantic and spatial-temporal …
which analyzes the action quality by delving into the semantic and spatial-temporal …