EEG-video emotion-based summarization: Learning with EEG auxiliary signals

• المؤلفون الرئيسيون: LEW, Wai-Cheong L., WANG, Di, ANG, Kai-Keng, LIM, Joo-Hwee, QUEK, Chai, TAN, Ah-hwee
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2022
• الموضوعات: Video summarization; EEG-video representation; emotion-evoking; multimodality; Databases and Information Systems; Graphics and Human Computer Interfaces
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7567; https://ink.library.smu.edu.sg/context/sis_research/article/8570/viewcontent/09896953.pdf
• المؤسسة: Singapore Management University

Video summarization is the process of selecting a subset of informative keyframes to expedite storytelling with limited loss of information. In this paper, we propose an EEG-Video Emotion-based Summarization (EVES) model based on a multimodal deep reinforcement learning (DRL) architecture that lever...