Group and Crowd Behavior for Computer Vision

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  • Publisher : Academic Press
  • Release : 18 April 2017
  • ISBN : 9780128092804
  • Page : 438 pages
  • Rating : 4.5/5 from 103 voters

Group and Crowd Behavior for Computer Vision Book PDF summary

Group and Crowd Behavior for Computer Vision provides a multidisciplinary perspective on how to solve the problem of group and crowd analysis and modeling, combining insights from the social sciences with technological ideas in computer vision and pattern recognition. The book answers many unresolved issues in group and crowd behavior, with Part One providing an introduction to the problems of analyzing groups and crowds that stresses that they should not be considered as completely diverse entities, but as an aggregation of people. Part Two focuses on features and representations with the aim of recognizing the presence of groups and crowds in image and video data. It discusses low level processing methods to individuate when and where a group or crowd is placed in the scene, spanning from the use of people detectors toward more ad-hoc strategies to individuate group and crowd formations. Part Three discusses methods for analyzing the behavior of groups and the crowd once they have been detected, showing how to extract semantic information, predicting/tracking the movement of a group, the formation or disaggregation of a group/crowd and the identification of different kinds of groups/crowds depending on their behavior. The final section focuses on identifying and promoting datasets for group/crowd analysis and modeling, presenting and discussing metrics for evaluating the pros and cons of the various models and methods. This book gives computer vision researcher techniques for segmentation and grouping, tracking and reasoning for solving group and crowd modeling and analysis, as well as more general problems in computer vision and machine learning. Presents the first book to cover the topic of modeling and analysis of groups in computer vision Discusses the topics of group and crowd modeling from a cross-disciplinary perspective, using social science anthropological theories translated into computer vision algorithms Focuses on group and crowd analysis metrics Discusses real industrial systems dealing with the problem of analyzing groups and crowds

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Group and Crowd Behavior for Computer Vision

Group and Crowd Behavior for Computer Vision
  • Author : Vittorio Murino,Marco Cristani,Shishir Shah,Silvio Savarese
  • Publisher : Academic Press
  • Release Date : 2017-04-18
  • ISBN : 9780128092804
DOWNLOAD BOOKGroup and Crowd Behavior for Computer Vision

Group and Crowd Behavior for Computer Vision provides a multidisciplinary perspective on how to solve the problem of group and crowd analysis and modeling, combining insights from the social sciences with technological ideas in computer vision and pattern recognition. The book answers many unresolved issues in group and crowd behavior, with Part One providing an introduction to the problems of analyzing groups and crowds that stresses that they should not be considered as completely diverse entities, but as an aggregation

Computer Vision, Imaging and Computer Graphics Theory and Applications

Computer Vision, Imaging and Computer Graphics Theory and Applications
  • Author : José Braz,Nadia Magnenat-Thalmann,Paul Richard,Lars Linsen,Alexandru Telea,Sebastiano Battiato,Francisco Imai
  • Publisher : Springer
  • Release Date : 2017-08-08
  • ISBN : 9783319648705
DOWNLOAD BOOKComputer Vision, Imaging and Computer Graphics Theory and Applications

This book constitutes thoroughly revised and selected papers from the 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2016, held in Rome, Italy, in February 2016. VISIGRAPP comprises GRAPP, International Conference on Computer Graphics Theory and Applications; IVAPP, International Conference on Information Visualization Theory and Applications; and VISAPP, International Conference on Computer Vision Theory and Applications. The 28 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 338 submissions. The book

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 – ECCV 2018 Workshops

Computer Vision – ECCV 2018 Workshops
  • Author : Laura Leal-Taixé,Stefan Roth
  • Publisher : Springer
  • Release Date : 2019-01-22
  • ISBN : 9783030110154
DOWNLOAD BOOKComputer Vision – ECCV 2018 Workshops

The six-volume set comprising the LNCS volumes 11129-11134 constitutes the refereed proceedings of the workshops that took place in conjunction with the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.43 workshops from 74 workshops proposals were selected for inclusion in the proceedings. The workshop topics present a good orchestration of new trends and traditional issues, built bridges into neighboring fields, and discuss fundamental technologies and novel applications.

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

Computer Vision for Assistive Healthcare

Computer Vision for Assistive Healthcare
  • Author : Leo Marco,Giovanni Maria Farinella
  • Publisher : Academic Press
  • Release Date : 2018-05-15
  • ISBN : 9780128134467
DOWNLOAD BOOKComputer Vision for Assistive Healthcare

Computer Vision for Assistive Healthcare describes how advanced computer vision techniques provide tools to support common human needs, such as mental functioning, personal mobility, sensory functions, daily living activities, image processing, pattern recognition, machine learning and how language processing and computer graphics cooperate with robotics to provide such tools. Users will learn about the emerging computer vision techniques for supporting mental functioning, algorithms for analyzing human behavior, and how smart interfaces and virtual reality tools lead to the development of

Computer Vision – ECCV 2016 Workshops

Computer Vision – ECCV 2016 Workshops
  • Author : Gang Hua,Hervé Jégou
  • Publisher : Springer
  • Release Date : 2016-11-03
  • ISBN : 9783319488813
DOWNLOAD BOOKComputer Vision – ECCV 2016 Workshops

The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 comprises the refereed proceedings of the Workshops that took place in conjunction with the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. The three-volume set LNCS 9913, LNCS 9914, and LNCS 9915 comprises the refereed proceedings of the Workshops that took place in conjunction with the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016. 27 workshops from 44 workshops proposals were selected for inclusion in 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

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
  • Author : Eduardo Bayro-Corrochano,Edwin Hancock
  • Publisher : Springer
  • Release Date : 2014-10-23
  • ISBN : 9783319125688
DOWNLOAD BOOKProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The 115 papers presented were carefully reviewed and selected from 160 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; pattern recognition and machine learning; neural networks for pattern recognition; computer vision and

Introduction to Crowd Management

Introduction to Crowd Management
  • Author : Claudio Feliciani,Kenichiro Shimura,Katsuhiro Nishinari
  • Publisher : Springer Nature
  • Release Date : 2021
  • ISBN : 9783030900120
DOWNLOAD BOOKIntroduction to Crowd Management

This book will guide you in a simple and illustrative way through all aspects related to crowd behaviour, including sociological theories, methods of crowd control, people detection and tracking, and crowd simulation and prediction, while examining previous accidents to learn from the past. Crowds are a constant presence in most cities around the globe and mass gatherings are attracting an increasing number of people. While experience can help manage large crowds and plan mass events, knowledge on crowd behaviour is

Computer Vision: Concepts, Methodologies, Tools, and Applications

Computer Vision: Concepts, Methodologies, Tools, and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2018-02-02
  • ISBN : 9781522552055
DOWNLOAD BOOKComputer Vision: Concepts, Methodologies, Tools, and Applications

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics, such

Advances in Computer Graphics

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  • 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.

Advanced Concepts for Intelligent Vision Systems

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  • Author : Sebastiano Battiato,Jacques Blanc-Talon,Giovanni Gallo,Wilfried Philips,Dan Popescu,Paul Scheunders
  • Publisher : Springer
  • Release Date : 2015-10-07
  • ISBN : 9783319259031
DOWNLOAD BOOKAdvanced Concepts for Intelligent Vision Systems

This book constitutes the thoroughly refereed proceedings of the 16th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2015, held Catania, Italy, in October 2015. The 76 revised full papers were carefully selected from 129 submissions. Acivs 2015 is a conference focusing on techniques for building adaptive, intelligent, safe and secure imaging systems. The focus of the conference is on following topic: low-level Image processing, video processing and camera networks, motion and tracking, security, forensics and biometrics, depth and 3D, image quality improvement

Advances in Computational Intelligence

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  • Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
  • Publisher : Springer
  • Release Date : 2017-06-04
  • ISBN : 9783319591476
DOWNLOAD BOOKAdvances in Computational Intelligence

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017. The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on Bio-inspired Computing; E-Health and Computational Biology; Human Computer Interaction; Image and Signal Processing; Mathematics for Neural Networks; Self-organizing Networks; Spiking Neurons; Artificial Neural Networks in Industry ANNI'17; Computational Intelligence Tools

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
  • Author : Ingela Nyström,Yanio Hernández Heredia,Vladimir Milián Núñez
  • Publisher : Springer Nature
  • Release Date : 2019-10-25
  • ISBN : 9783030339043
DOWNLOAD BOOKProgress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019. The 70 papers presented were carefully reviewed and selected from 128 submissions. The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine Learning and Neural Networks; Mathematical Theory of Pattern Recognition; Pattern Recognition and Applications; Signals Analysis and Processing; Speech Recognition; Video Analysis.