Image Affect Modeling : An Industrial Perspective

This chapter summarizes the formulation and industrial usages of image affect modelingImage affect modeling in the past decade and aims to inspire thoughts to better scope and formulate the image affect modeling Image affect modeling so that its value can be better realized in real-world applications. To bridge the gap between research and real-world applications for image affect modelingImage affect modeling, I first present research questions that fall into this umbrella. Then industrial areas, such as content presentation, content creation, and camera and display, which image affect modeling Image affect modeling is likely to be essential are discussed. Finally, I introduce two major opportunities for the use of image affect modelingImage affect modeling, one related to multimodal analysesMultimodal analyses, and the other related to on-device learning On-device learning involving rich contextual Contextual information. By broadly introducing these opportunities, I intend to motivate researchers and practitioners to join force to propose and solve problems in the image affect category.