Multimodal Behavior Analysis in the Wild

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  • Publisher : Academic Press
  • Release : 13 November 2018
  • ISBN : 9780128146026
  • Page : 498 pages
  • Rating : 4.5/5 from 103 voters

Multimodal Behavior Analysis in the Wild Book PDF 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 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

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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
  • ISBN : 9780128146026
DOWNLOAD BOOKMultimodal Behavior Analysis in the Wild

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),

Computer Vision for Microscopy Image Analysis

Computer Vision for Microscopy Image Analysis
  • Author : Mei Chen
  • Publisher : Academic Press
  • Release Date : 2020-12-01
  • ISBN : 9780128149737
DOWNLOAD BOOKComputer Vision for Microscopy Image Analysis

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 advance your efforts. Progress in imaging techniques has enabled the acquisition of large volumes of microscopy data and made it possible to conduct large-scale, image-based experiments for biomedical discovery. The

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
  • ISBN : 9780128138953
DOWNLOAD BOOKVision Models for High Dynamic Range and Wide Colour Gamut Imaging

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 these technologies, however, has been hampered by the significant challenge of understanding the science behind visual perception. Vision Models for High Dynamic Range and Wide Colour Gamut Imaging provides university

Spectral Geometry of Shapes

Spectral Geometry of Shapes
  • Author : Jing Hua,Zichun Zhong
  • Publisher : Academic Press
  • Release Date : 2020-01-15
  • ISBN : 9780128138427
DOWNLOAD BOOKSpectral Geometry of Shapes

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 have an interest in 3D shape analysis, shape motion analysis, image analysis, medical image analysis, computer vision and computer graphics. Due to the rapid advancement of 3D acquisition technologies there

Advances in Computer Graphics

Advances in Computer Graphics
  • Author : Nadia Magnenat-Thalmann,Victoria Interrante,Daniel Thalmann,George Papagiannakis,Bin Sheng,Jinman Kim,Marina Gavrilova
  • Publisher : Springer Nature
  • Release Date : 2021-11-11
  • ISBN : 9783030890292
DOWNLOAD BOOKAdvances in Computer Graphics

This book constitutes the refereed proceedings of the 38th Computer Graphics International Conference, CGI 2021, held virtually in September 2021. The 44 full papers presented together with 9 short papers were carefully reviewed and selected from 131 submissions. The papers are organized in the following topics: computer animation; computer vision; geometric computing; human poses and gestures; image processing; medical imaging; physics-based simulation; rendering and textures; robotics and vision; visual analytics; VR/AR; and engage.

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
  • ISBN : 9783030400149
DOWNLOAD BOOKPattern Recognition Applications and Methods

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 techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance Pattern Recognition methods are especially encouraged.

Information and Communication Technology for Competitive Strategies (ICTCS 2021)

Information and Communication Technology for Competitive Strategies (ICTCS 2021)
  • Author : Amit Joshi,Mufti Mahmud,Roshan G. Ragel
  • Publisher : Springer Nature
  • Release Date : 2022-06-22
  • ISBN : 9789811900952
DOWNLOAD BOOKInformation and Communication Technology for Competitive Strategies (ICTCS 2021)

This book contains best selected research papers presented at ICTCS 2021: Sixth International Conference on Information and Communication Technology for Competitive Strategies. The conference will be held at Jaipur, Rajasthan, India, during December 17–18, 2021. The book covers state-of-the-art as well as emerging topics pertaining to ICT and effective strategies for its implementation for engineering and managerial applications. This book contains papers mainly focused on ICT for computation, algorithms and data analytics, and IT security. The book is presented in two volumes.

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
  • ISBN : 9780128136607
DOWNLOAD BOOKDeep Learning through Sparse and Low-Rank Modeling

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 the sparse/low rank methods and algorithms, providing a rich variety of theoretical and analytic tools to guide the design and interpretation of deep learning models. The development of the

Emotion, Personality and Cultural Aspects in Crowds

Emotion, Personality and Cultural Aspects in Crowds
  • Author : Rodolfo Migon Favaretto,Soraia Raupp Musse,Angelo Brandelli Costa
  • Publisher : Springer Nature
  • Release Date : 2019-10-25
  • ISBN : 9783030220785
DOWNLOAD BOOKEmotion, Personality and Cultural Aspects in Crowds

This practically-focused book presents a computational model for detection and analysis of pedestrian features in crowds from video sequences. The study of human behavior is a subject of great scientific interest and probably an inexhaustible source of research. The analysis of pedestrians and groups in crowds is relevant in several areas of application, such as security, entertainment, environmental and public spaces planning and social sciences. Cultural and personality aspects are attributes that can influence personal behavior and affect the group

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
  • ISBN : 9783030209155
DOWNLOAD BOOKArtificial Intelligence and Soft Computing

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 the following five parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation. The papers included

Interfacing Humans and Robots for Gait Assistance and Rehabilitation

Interfacing Humans and Robots for Gait Assistance and Rehabilitation
  • Author : Carlos A. Cifuentes,Marcela Múnera
  • Publisher : Springer Nature
  • Release Date : 2021-09-16
  • ISBN : 9783030796303
DOWNLOAD BOOKInterfacing Humans and Robots for Gait Assistance and Rehabilitation

The concepts represented in this textbook are explored for the first time in assistive and rehabilitation robotics, which is the combination of physical, cognitive, and social human-robot interaction to empower gait rehabilitation and assist human mobility. The aim is to consolidate the methodologies, modules, and technologies implemented in lower-limb exoskeletons, smart walkers, and social robots when human gait assistance and rehabilitation are the primary targets. This book presents the combination of emergent technologies in healthcare applications and robotics science, such

Design, User Experience, and Usability. Interaction Design

Design, User Experience, and Usability. Interaction Design
  • Author : Aaron Marcus,Elizabeth Rosenzweig
  • Publisher : Springer Nature
  • Release Date : 2020-07-10
  • ISBN : 9783030497132
DOWNLOAD BOOKDesign, User Experience, and Usability. Interaction Design

This book constitutes the refereed proceedings of the 9th International Conference on Design, User Experience, and Usability, DUXU 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in Copenhagen, Denmark, in July 2020. The conference was held virtually due to the COVID-19 pandemic. From a total of 6326 submissions, a total of 1439 papers and 238 posters has been accepted for publication in the HCII 2020 proceedings. The 40 papers included in this volume were organized in topical sections on UX design methods,

The Handbook on Socially Interactive Agents

The Handbook on Socially Interactive Agents
  • Author : Birgit Lugrin,Catherine Pelachaud,David Traum
  • Publisher : Morgan & Claypool
  • Release Date : 2021-09-17
  • ISBN : 9781450387231
DOWNLOAD BOOKThe Handbook on Socially Interactive Agents

The Handbook on Socially Interactive Agents provides a comprehensive overview of the research fields of Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics. Socially Interactive Agents (SIAs), whether virtually or physically embodied, are autonomous agents that are able to perceive an environment including people or other agents, reason, decide how to interact, and express attitudes such as emotions, engagement, or empathy. They are capable of interacting with people and one another in a socially intelligent manner using multimodal communicative

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
  • ISBN : 9789811531729
DOWNLOAD BOOKInnovations in Electronics and Communication Engineering

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 systems, wireless communications, and electronics and communications in general, as well as cutting-edge technologies. As such, it is a valuable reference resource for young researchers.

Innovations in Big Data Mining and Embedded Knowledge

Innovations in Big Data Mining and Embedded Knowledge
  • Author : Anna Esposito,Antonietta M. Esposito,Lakhmi C. Jain
  • Publisher : Springer
  • Release Date : 2019-07-03
  • ISBN : 9783030159399
DOWNLOAD BOOKInnovations in Big Data Mining and Embedded Knowledge

This book addresses the usefulness of knowledge discovery through data mining. With this aim, contributors from different fields propose concrete problems and applications showing how data mining and discovering embedded knowledge from raw data can be beneficial to social organizations, domestic spheres, and ICT markets. Data mining or knowledge discovery in databases (KDD) has received increasing interest due to its focus on transforming large amounts of data into novel, valid, useful, and structured knowledge by detecting concealed patterns and relationships.