Parallel multi-head graph attention network (PMGAT) model for human-object interaction detection.

• Main Authors: Zhang, Jiali, Mohd. Yunos, Zuriahati, Haron, Habibollah
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Subjects: T58.6-58.62 Management information systems; TK7885-7895 Computer engineer. Computer hardware
• Online Access: http://eprints.utm.my/104916/1/ZuriahatiMohdYunos2023_ParallelMultiHeadGrap_Attentio_NetworkPMGAT.pdf; http://eprints.utm.my/104916/; http://dx.doi.org/10.1109/ACCESS.2023.3335193
• Institution: Universiti Teknologi Malaysia

Human-object interaction (HOI) detection is an advanced task in the field of computer vision and is crucial for deep scene understanding. However, current HOI detection models face serious challenges in the following aspects: first, they overly rely on appearance features and neglect the local detai...