Deep multimodal learning for affective analysis and retrieval

• Main Authors: PANG, Lei, ZHU, Shiai, NGO, Chong-wah
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2015
• 主題: Cross-modal retrieval; deep Boltzmann machine; emotion analysis; multimodal learning; Data Storage Systems; Graphics and Human Computer Interfaces
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/6356; https://ink.library.smu.edu.sg/context/sis_research/article/7359/viewcontent/deep_multimodal_emotion_pl.pdf

Social media has been a convenient platform for voicing opinions through posting messages, ranging from tweeting a short text to uploading a media file, or any combination of messages. Understanding the perceived emotions inherently underlying these user-generated contents (UGC) could bring light to...