Academic Press Multimodal Behavior Analysis in the Wild Book

Explore the latest developments in behavioral signal processing with Multimodal Behavior Analysis in the Wild: Advances and Challenges. Published by Academic Press, this text provides a comprehensive look at how different data modalities function together to analyze behavior in real-world settings. Researchers and students can examine the strengths and limitations of current technologies through a detailed study of audio and video modalities. The book also covers emerging data sources, including proximity data and accelerometer information. By moving through various levels of complexity, the content guides readers from low-level tasks like speaker detection and source separation to middle-level tasks such as conversational group detection and addresser identification. This resource is a valuable addition to the Computer Vision and Pattern Recognition series for those studying AI and machine learning.