Multimodal Behavior Analysis in the Wild

Advances and Challenges

Nonfiction, Science & Nature, Technology, Automation, Computers, Advanced Computing, Engineering, Computer Vision
Cover of the book Multimodal Behavior Analysis in the Wild by , Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9780128146026
Publisher: Elsevier Science Publication: November 13, 2018
Imprint: Academic Press Language: English
Author:
ISBN: 9780128146026
Publisher: Elsevier Science
Publication: November 13, 2018
Imprint: Academic Press
Language: English

Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level (speaker detection, sensorimotor links, source separation), through middle level (conversational group detection, addresser and addressee identification), and high level (personality and emotion recognition), providing insights on how to exploit inter-level and intra-level links.

This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing.

  • Gives a comprehensive collection of information on the state-of-the-art, limitations, and challenges associated with extracting behavioral cues from real-world scenarios
  • Presents numerous applications on how different behavioral cues have been successfully extracted from different data sources
  • Provides a wide variety of methodologies used to extract behavioral cues from multi-modal data
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Multimodal Behavioral Analysis in the Wild: Advances and Challenges presents the state-of- the-art in behavioral signal processing using different data modalities, with a special focus on identifying the strengths and limitations of current technologies. The book focuses on audio and video modalities, while also emphasizing emerging modalities, such as accelerometer or proximity data. It covers tasks at different levels of complexity, from low level (speaker detection, sensorimotor links, source separation), through middle level (conversational group detection, addresser and addressee identification), and high level (personality and emotion recognition), providing insights on how to exploit inter-level and intra-level links.

This is a valuable resource on the state-of-the- art and future research challenges of multi-modal behavioral analysis in the wild. It is suitable for researchers and graduate students in the fields of computer vision, audio processing, pattern recognition, machine learning and social signal processing.

More books from Elsevier Science

Cover of the book In-situ Spectroscopic Studies of Adsorption at the Electrode and Electrocatalysis by
Cover of the book Strategies to Modify the Drug Release from Pharmaceutical Systems by
Cover of the book Brain Banking by
Cover of the book Geometric Measure Theory by
Cover of the book Metabolic Phenotyping in Personalized and Public Healthcare by
Cover of the book Nickel and Chromium Plating by
Cover of the book Bursting Neurons and Fading Memories by
Cover of the book Fluid Flow for Chemical and Process Engineers by
Cover of the book The Evaluation of Research by Scientometric Indicators by
Cover of the book Wireless Sensor Networks by
Cover of the book Strategies of Immune Regulation by
Cover of the book Theory and Modeling of Dispersed Multiphase Turbulent Reacting Flows by
Cover of the book Ocular Transporters and Receptors by
Cover of the book Equations of State and PVT Analysis by
Cover of the book Power Electronics Applied to Industrial Systems and Transports, Volume 4 by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy