Group and Crowd Behavior for Computer Vision

Written By Vittorio Murino
Group and Crowd Behavior for Computer Vision
  • Publsiher : Academic Press
  • Release : 18 April 2017
  • ISBN : 0128092807
  • Pages : 438 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Group and Crowd Behavior for Computer Vision written by Vittorio Murino which was release on 18 April 2017, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

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
  • Total pages : 438
  • ISBN : 0128092807
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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, ...

Exam Prep for Group and Crowd Behavior for Computer Vision

Exam Prep for  Group and Crowd Behavior for Computer Vision
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-04-17
  • Total pages : 212
  • ISBN : 0128092807
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Summary : Download or read online Exam Prep for Group and Crowd Behavior for Computer Vision written by , published by which was released on . Get Exam Prep for Group and Crowd Behavior for Computer Vision Books now! Available in PDF, ePub and Kindle....

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
  • Total pages : 608
  • ISBN : 0128092807
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Summary : 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 ...

Computer Vision ECCV 2016 Workshops

Computer Vision     ECCV 2016 Workshops
  • Author : Gang Hua,Hervé Jégou
  • Publisher : Springer
  • Release Date : 2016-11-03
  • Total pages : 922
  • ISBN : 0128092807
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Summary : 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 ...

Computer Vision ECCV 2018 Workshops

Computer Vision     ECCV 2018 Workshops
  • Author : Laura Leal-Taixé,Stefan Roth
  • Publisher : Springer
  • Release Date : 2019-01-22
  • Total pages : 747
  • ISBN : 0128092807
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Summary : 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 ...

Computer Vision and Graphics

Computer Vision and Graphics
  • Author : Leszek J. Chmielewski
  • Publisher : Springer Nature
  • Release Date : 2021-04-17
  • Total pages : 212
  • ISBN : 0128092807
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Summary : Download or read online Computer Vision and Graphics written by Leszek J. Chmielewski, published by Springer Nature which was released on . Get Computer Vision and Graphics Books now! Available in PDF, ePub and Kindle....

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
  • Total pages : 178
  • ISBN : 0128092807
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Summary : 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 ...

Computer Animation 1999

Computer Animation 1999
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 235
  • ISBN : 0128092807
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Summary : Download or read online Computer Animation 1999 written by , published by which was released on 1999. Get Computer Animation 1999 Books now! Available in PDF, ePub and Kindle....

New Directions in Attribution Research

New Directions in Attribution Research
  • Author : John H. Harvey,William John Ickes,Robert F. Kidd
  • Publisher : Unknown
  • Release Date : 1976
  • Total pages : 212
  • ISBN : 0128092807
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Summary : Download or read online New Directions in Attribution Research written by John H. Harvey,William John Ickes,Robert F. Kidd, published by which was released on 1976. Get New Directions in Attribution Research Books now! Available in PDF, ePub and Kindle....

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128092807
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Summary : Download or read online Computer Control Abstracts written by , published by which was released on 1996. Get Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....

Pattern Recognition and Machine Intelligence

Pattern Recognition and Machine Intelligence
  • Author : B. Uma Shankar,Kuntal Ghosh,Deba Prasad Mandal,Shubhra Sankar Ray,David Zhang,Sankar K. Pal
  • Publisher : Springer
  • Release Date : 2017-12-06
  • Total pages : 695
  • ISBN : 0128092807
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Summary : This book constitutes the proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2017,held in Kolkata, India, in December 2017. The total of 86 full papers presented in this volume were carefully reviewed and selected from 293 submissions. They were organized in topical sections named: pattern recognition and machine ...

Computer Animation 1999

Computer Animation 1999
  • Author : IEEE Computer Society
  • Publisher : IEEE
  • Release Date : 1999
  • Total pages : 235
  • ISBN : 0128092807
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Summary : Proceedings of a May 1999 conference. Topics of papers span areas of human motion generation, facial animation, virtual surgery, collaborative virtual worlds, learning from virtual humans, motion coordination and planning for virtual humans, and data capture in virtual worlds. Specific subjects include animation of human walking in virtual environments, skin aging ...

Transportation Systems

Transportation Systems
  • Author : International Federation of Automatic Control
  • Publisher : Pergamon
  • Release Date : 1995
  • Total pages : 1035
  • ISBN : 0128092807
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Summary : Paperback. The scope for transportation is very large and growing, and includes the main fields of road, rail, maritime and air traffic. The developing new techniques within these fields are capable of delivering more efficient, more productive, and safer transport. The IFAC Symposia on Transportation Systems provides the opportunity to ...

Crowd Simulation

Crowd Simulation
  • Author : Daniel Thalmann,Soraia Raupp Musse
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-10-04
  • Total pages : 296
  • ISBN : 0128092807
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Summary : Research into the methods and techniques used in simulating crowds has developed extensively within the last few years, particularly in the areas of video games and film. Despite recent impressive results when simulating and rendering thousands of individuals, many challenges still exist in this area. The comparison of simulation with ...

Advances in Computational Intelligence

Advances in Computational Intelligence
  • Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
  • Publisher : Springer
  • Release Date : 2017-06-04
  • Total pages : 763
  • ISBN : 0128092807
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Summary : 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 ...