A comprehensive survey of vision-based human action recognition methods

HB Zhang, YX Zhang, B Zhong, Q Lei, L Yang, JX Du… - Sensors, 2019 - mdpi.com
Although widely used in many applications, accurate and efficient human action recognition
remains a challenging area of research in the field of computer vision. Most recent surveys …

Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review

FX Gaya-Morey, C Manresa-Yee, JM Buades-Rubio - Applied Intelligence, 2024 - Springer
As the proportion of elderly individuals in developed countries continues to rise globally,
addressing their healthcare needs, particularly in preserving their autonomy, is of paramount …

Interactivity recognition graph neural network (IR-GNN) model for improving human–object interaction detection

J Zhang, Z Mohd Yunos, H Haron - Electronics, 2023 - mdpi.com
Human–object interaction (HOI) detection is important for promoting the development of
many fields such as human–computer interactions, service robotics, and video security …

Recognition of Grasping Patterns Using Deep Learning for Human–Robot Collaboration

P Amaral, F Silva, V Santos - Sensors, 2023 - mdpi.com
Recent advances in the field of collaborative robotics aim to endow industrial robots with
prediction and anticipation abilities. In many shared tasks, the robot's ability to accurately …

[HTML][HTML] Enhancing Recognition of Human–Object Interaction from Visual Data Using Egocentric Wearable Camera

D Hamid, MEU Haq, A Yasin, F Murtaza, MA Azam - Future Internet, 2024 - mdpi.com
Object detection and human action recognition have great significance in many real-world
applications. Understanding how a human being interacts with different objects, ie, human …

[HTML][HTML] Using 3D Hand Pose Data in Recognizing Human–Object Interaction and User Identification for Extended Reality Systems

D Hamid, ME Ul Haq, A Yasin, F Murtaza, MA Azam - Information, 2024 - mdpi.com
Object detection and action/gesture recognition have become imperative in security and
surveillance fields, finding extensive applications in everyday life. Advancement in such …

Body-part-aware and multitask-aware single-image-based action recognition

B Bhandari, G Lee, J Cho - Applied Sciences, 2020 - mdpi.com
Action recognition is an application that, ideally, requires real-time results. We focus on
single-image-based action recognition instead of video-based because of improved speed …

A Novel Part Refinement Tandem Transformer for Human–Object Interaction Detection

Z Su, H Yang - Sensors, 2024 - mdpi.com
Human–object interaction (HOI) detection identifies a “set of interactions” in an image
involving the recognition of interacting instances and the classification of interaction …

Human–Object Interaction Detection with Ratio-Transformer

T Wang, T Lu, W Fang, Y Zhang - Symmetry, 2022 - mdpi.com
Human–object interaction (HOI) is a human-centered object detection task that aims to
identify the interactions between persons and objects in an image. Previous end-to-end …

[HTML][HTML] HOME: 3D Human–Object Mesh Topology-Enhanced Interaction Recognition in Images

W Peng, C Li, K Tang, X Liu, M Fang - Mathematics, 2022 - mdpi.com
Human–object interaction (HOI) recognition is a very challenging task due to the ambiguity
brought by occlusions, viewpoints, and poses. Because of the limited interaction information …