Multimodal Behavior Analysis in the Wild

Written By Xavier Alameda-Pineda
Multimodal Behavior Analysis in the Wild
  • Publsiher : Academic Press
  • Release : 01 October 2018
  • ISBN : 9780128146019
  • Pages : 550 pages
  • Rating : /5 from reviews
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Download or read book entitled Multimodal Behavior Analysis in the Wild by author: Xavier Alameda-Pineda which was release on 01 October 2018 and published by Academic Press with total page 550 pages . This book available in PDF, EPUB and Kindle Format. 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

Multimodal Behavior Analysis in the Wild

Multimodal Behavior Analysis in the Wild
  • Author : Xavier Alameda-Pineda,Elisa Ricci,Nicu Sebe
  • Publisher : Academic Press
  • Release Date : 2018-10
  • Total pages : 550
  • ISBN : 9780128146019
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Summary : 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 ...

Multimodal Behavior Analysis in the Wild

Multimodal Behavior Analysis in the Wild
  • Author : Xavier Alameda-Pineda,Elisa Ricci,Nicu Sebe
  • Publisher : Academic Press
  • Release Date : 2018-11-13
  • Total pages : 498
  • ISBN : 9780128146019
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Summary : 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 ...

Computer Vision for Microscopy Image Analysis

Computer Vision for Microscopy Image Analysis
  • Author : Mei Chen
  • Publisher : Academic Press
  • Release Date : 2020-12-01
  • Total pages : 228
  • ISBN : 9780128146019
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Summary : Are you a computer scientist working on image analysis? Are you a biologist seeking tools to process the microscopy data from image-based experiments? Computer Vision for Microscopy Image Analysis provides a comprehensive and in-depth discussion of modern computer vision techniques, in particular deep learning, for microscopy image analysis that will ...

Vision Models for High Dynamic Range and Wide Colour Gamut Imaging

Vision Models for High Dynamic Range and Wide Colour Gamut Imaging
  • Author : Marcelo Bertalmío
  • Publisher : Academic Press
  • Release Date : 2019-11-06
  • Total pages : 324
  • ISBN : 9780128146019
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Summary : To enhance the overall viewing experience (for cinema, TV, games, AR/VR) the media industry is continuously striving to improve image quality. Currently the emphasis is on High Dynamic Range (HDR) and Wide Colour Gamut (WCG) technologies, which yield images with greater contrast and more vivid colours. The uptake of ...

Spectral Geometry of Shapes

Spectral Geometry of Shapes
  • Author : Jing Hua,Zichun Zhong
  • Publisher : Academic Press
  • Release Date : 2020-01-15
  • Total pages : 195
  • ISBN : 9780128146019
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Summary : Spectral Geometry of Shapes presents unique shape analysis approaches based on shape spectrum in differential geometry. It provides insights on how to develop geometry-based methods for 3D shape analysis. The book is an ideal learning resource for graduate students and researchers in computer science, computer engineering and applied mathematics who ...

Pattern Recognition Applications and Methods

Pattern Recognition Applications and Methods
  • Author : Maria De Marsico,Gabriella Sanniti di Baja,Ana Fred
  • Publisher : Springer Nature
  • Release Date : 2020-01-24
  • Total pages : 159
  • ISBN : 9780128146019
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Summary : This book contains revised and extended versions of selected papers from the 8th International Conference on Pattern Recognition, ICPRAM 2019, held in Prague, Czech Republic, in February 2019. The 25 full papers presented together 52 short papers and 32 poster sessions were carefully reviewed and selected from 138 initial submissions. Contributions describing applications of Pattern Recognition ...

Deep Learning through Sparse and Low Rank Modeling

Deep Learning through Sparse and Low Rank Modeling
  • Author : Zhangyang Wang,Yun Fu,Thomas S. Huang
  • Publisher : Academic Press
  • Release Date : 2019-04-11
  • Total pages : 296
  • ISBN : 9780128146019
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Summary : Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models—those that emphasize problem-specific Interpretability—with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the toolkit of deep learning is closely tied with ...

Artificial Intelligence and Soft Computing

Artificial Intelligence and Soft Computing
  • Author : Leszek Rutkowski,Rafał Scherer,Marcin Korytkowski,Witold Pedrycz,Ryszard Tadeusiewicz,Jacek M. Zurada
  • Publisher : Springer
  • Release Date : 2019-05-27
  • Total pages : 712
  • ISBN : 9780128146019
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Summary : The two-volume set LNCS 11508 and 11509 constitutes the refereed proceedings of of the 18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, held in Zakopane, Poland, in June 2019. The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in ...

Design User Experience and Usability Interaction Design

Design  User Experience  and Usability  Interaction Design
  • Author : Aaron Marcus
  • Publisher : Springer Nature
  • Release Date : 2021-08-03
  • Total pages : 212
  • ISBN : 9780128146019
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Summary : Read online Design User Experience and Usability Interaction Design written by Aaron Marcus, published by Springer Nature which was released on . Download full Design User Experience and Usability Interaction Design Books now! Available in PDF, ePub and Kindle....

Innovations in Electronics and Communication Engineering

Innovations in Electronics and Communication Engineering
  • Author : H. S. Saini,R. K. Singh,Mirza Tariq Beg,J. S. Sahambi
  • Publisher : Springer Nature
  • Release Date : 2020-04-22
  • Total pages : 801
  • ISBN : 9780128146019
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Summary : This book is a collection of the best research papers presented at the 8th International Conference on Innovations in Electronics and Communication Engineering at Guru Nanak Institutions Hyderabad, India. Featuring contributions by researchers, technocrats and experts, the book covers various areas of communication engineering, like signal processing, VLSI design, embedded ...

Multimodality

Multimodality
  • Author : John Bateman,Janina Wildfeuer,Tuomo Hiippala
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2017-04-10
  • Total pages : 424
  • ISBN : 9780128146019
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Summary : This textbook provides the first foundational introduction to the practice of analysing multimodality, covering the full breadth of media and situations in which multimodality needs to be a concern. Readers learn via use cases how to approach any multimodal situation and to derive their own specifically tailored sets of methods ...

Multimodality

Multimodality
  • Author : Janina Wildfeuer,Jana Pflaeging,John Bateman,Ognyan Seizov,Chiao-I Tseng
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2019-11-18
  • Total pages : 340
  • ISBN : 9780128146019
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Summary : Multimodality’s popularity as a semiotic approach has not resulted in a common voice yet. Its conceptual anchoring as well as its empirical applications often remain localized and disparate, and ideas of a theory of multimodality are heterogeneous and uncoordinated. For the field to move ahead, it must achieve a ...

Statistical Machine Learning for Human Behaviour Analysis

Statistical Machine Learning for Human Behaviour Analysis
  • Author : Thomas Moeslund,Sergio Escalera,Gholamreza Anbarjafari,Kamal Nasrollahi,Jun Wan
  • Publisher : MDPI
  • Release Date : 2020-06-17
  • Total pages : 300
  • ISBN : 9780128146019
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Summary : This Special Issue focused on novel vision-based approaches, mainly related to computer vision and machine learning, for the automatic analysis of human behaviour. We solicited submissions on the following topics: information theory-based pattern classification, biometric recognition, multimodal human analysis, low resolution human activity analysis, face analysis, abnormal behaviour analysis, unsupervised ...

Recent Advances in Intelligent Assistive Technologies Paradigms and Applications

Recent Advances in Intelligent Assistive Technologies  Paradigms and Applications
  • Author : Hariton Costin,Björn Schuller,Adina Magda Florea
  • Publisher : Springer Nature
  • Release Date : 2019-11-07
  • Total pages : 204
  • ISBN : 9780128146019
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Summary : This book illustrates the rapid pace of development in intelligent assistive technology in recent years, and highlights some salient examples of using modern IT&C technologies to provide devices, systems and application software for persons with certain motor or cognitive disabilities. The book proposes both theoretical and practical approaches to ...

Mapping Multimodal Performance Studies

Mapping Multimodal Performance Studies
  • Author : Maria Grazia Sindoni,Janina Wildfeuer,Kay O'Halloran
  • Publisher : Taylor & Francis
  • Release Date : 2016-12-01
  • Total pages : 212
  • ISBN : 9780128146019
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Summary : This book is a first attempt to map the broad context of performance studies from a multimodal perspective. It collects original research on traditional performing arts (theatre, dance, opera), live (durational performance) and mediated/recorded performances (films, television shows), as well as performative discursive practices on social media by adopting ...