Visual Analysis of Humans (eBook, PDF)
Looking at People
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Visual Analysis of Humans (eBook, PDF)
Looking at People
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Produktdetails
- Produktdetails
- Verlag: Springer London
- Erscheinungstermin: 8. Oktober 2011
- Englisch
- ISBN-13: 9780857299970
- Artikelnr.: 37337856
- Verlag: Springer London
- Erscheinungstermin: 8. Oktober 2011
- Englisch
- ISBN-13: 9780857299970
- Artikelnr.: 37337856
Dr. Thomas B. Moeslund is an Associate Professor at Aalborg University, Denmark.
Part I: Detection and Tracking
Is There Anybody Out There?
Thomas B. Moeslund
Beyond the Static Camera: Issues and Trends in Active Vision
Murad Al Haj, Carles Fernández, Zhanwu Xiong, Ivan Huerta, Jordi Gonzàlez and Xavier Roca
Figure-Ground Segmentation - Pixel-Based
Ahmed Elgammal
Figure-Ground Segmentation - Object Based
Bastian Leibe
Face Detection
Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, and Ankur Srivastava
Wide Area Tracking in Single and Multiple Views
B. Song, R. J. Sethi and A. K. Roy-Chowdhury
Benchmark Datasets for Detection and Tracking
Anna-Louise Ellis and James Ferryman
Part II: Pose Estimation
Articulated Pose Estimation and Tracking: Introduction
Leonid Sigal
Model-based Pose Estimation
Gerard Pons-Moll and Bodo Rosenhahn
Motion Models for People Tracking
David J. Fleet
Part-based Models for Finding People and Estimating Their Pose
Deva Ramanan
Feature-based Pose Estimation
Cristian Sminchisescu, Liefeng Bo, Catalin Ionescu and Atul Kanaujia
Benchmark Datasets for Pose Estimation and Tracking
Mykhaylo Andriluka, Leonid Sigal and Michael J. Black
Part III: Recognition
On Human Action
Aaron Bobick and Volker Krüger
Motion Pattern Analysis for Modeling and Recognition of Complex Human Activities
Nandita M. Nayak, Ricky J.Sethi, Bi Song, Amit K. Roy-Chowdhury
Action Recognition Using Topic Models
Xiaogang Wang
Learning Action Primitives
Dana Kulic, Danica Kragic and Volker Krüger
Contextual Action Recognition
Hedvig Kjellström
Facial Expression Analysis
Fernando De la Torre and Jeffrey F. Cohn
Benchmarking Datasets for Human Activity Recognition
Haowei Liu, Rogerio Feris and Ming-Ting Sun
Part IV: Applications
Applications for Visual Analysis of People
Adrian Hilton
Image and Video-based Biometrics
Vishal M. Patel, Jaishanker K. Pillai and Rama Chellappa
Security and Surveillance
Shaogang Gong, Chen Change Loy and Tao Xiang
Predicting Pedestrian Trajectories
Stefano Pellegrini, Andreas Ess and Luc Van Gool
Human Computer Interaction
Dennis Lin and Vuong Le and Thomas Huang
Social Signal Processing: The Research Agenda
Maja Pantic, Roderick Cowie, Francesca DErrico, Dirk Heylen, Marc Mehu, Catherine Pelachaud, Isabella Poggi, Marc Schroeder and Alessandro Vinciarelli
Sign Language Recognition
Helen Cooper, Brian Holt and Richard Bowden
Sports TV Applications of Computer Vision
Graham Thomas
Multi-view 4D Reconstruction of Human Action for Entertainment
Oliver Grau
Vision for Driver Assistance: Looking at People in a Vehicle
Cuong Tran and Mohan Manubhai Trivedi
Is There Anybody Out There?
Thomas B. Moeslund
Beyond the Static Camera: Issues and Trends in Active Vision
Murad Al Haj, Carles Fernández, Zhanwu Xiong, Ivan Huerta, Jordi Gonzàlez and Xavier Roca
Figure-Ground Segmentation - Pixel-Based
Ahmed Elgammal
Figure-Ground Segmentation - Object Based
Bastian Leibe
Face Detection
Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, and Ankur Srivastava
Wide Area Tracking in Single and Multiple Views
B. Song, R. J. Sethi and A. K. Roy-Chowdhury
Benchmark Datasets for Detection and Tracking
Anna-Louise Ellis and James Ferryman
Part II: Pose Estimation
Articulated Pose Estimation and Tracking: Introduction
Leonid Sigal
Model-based Pose Estimation
Gerard Pons-Moll and Bodo Rosenhahn
Motion Models for People Tracking
David J. Fleet
Part-based Models for Finding People and Estimating Their Pose
Deva Ramanan
Feature-based Pose Estimation
Cristian Sminchisescu, Liefeng Bo, Catalin Ionescu and Atul Kanaujia
Benchmark Datasets for Pose Estimation and Tracking
Mykhaylo Andriluka, Leonid Sigal and Michael J. Black
Part III: Recognition
On Human Action
Aaron Bobick and Volker Krüger
Motion Pattern Analysis for Modeling and Recognition of Complex Human Activities
Nandita M. Nayak, Ricky J.Sethi, Bi Song, Amit K. Roy-Chowdhury
Action Recognition Using Topic Models
Xiaogang Wang
Learning Action Primitives
Dana Kulic, Danica Kragic and Volker Krüger
Contextual Action Recognition
Hedvig Kjellström
Facial Expression Analysis
Fernando De la Torre and Jeffrey F. Cohn
Benchmarking Datasets for Human Activity Recognition
Haowei Liu, Rogerio Feris and Ming-Ting Sun
Part IV: Applications
Applications for Visual Analysis of People
Adrian Hilton
Image and Video-based Biometrics
Vishal M. Patel, Jaishanker K. Pillai and Rama Chellappa
Security and Surveillance
Shaogang Gong, Chen Change Loy and Tao Xiang
Predicting Pedestrian Trajectories
Stefano Pellegrini, Andreas Ess and Luc Van Gool
Human Computer Interaction
Dennis Lin and Vuong Le and Thomas Huang
Social Signal Processing: The Research Agenda
Maja Pantic, Roderick Cowie, Francesca DErrico, Dirk Heylen, Marc Mehu, Catherine Pelachaud, Isabella Poggi, Marc Schroeder and Alessandro Vinciarelli
Sign Language Recognition
Helen Cooper, Brian Holt and Richard Bowden
Sports TV Applications of Computer Vision
Graham Thomas
Multi-view 4D Reconstruction of Human Action for Entertainment
Oliver Grau
Vision for Driver Assistance: Looking at People in a Vehicle
Cuong Tran and Mohan Manubhai Trivedi
Part I: Detection and Tracking
Is There Anybody Out There?
Thomas B. Moeslund
Beyond the Static Camera: Issues and Trends in Active Vision
Murad Al Haj, Carles Fernández, Zhanwu Xiong, Ivan Huerta, Jordi Gonzàlez and Xavier Roca
Figure-Ground Segmentation - Pixel-Based
Ahmed Elgammal
Figure-Ground Segmentation - Object Based
Bastian Leibe
Face Detection
Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, and Ankur Srivastava
Wide Area Tracking in Single and Multiple Views
B. Song, R. J. Sethi and A. K. Roy-Chowdhury
Benchmark Datasets for Detection and Tracking
Anna-Louise Ellis and James Ferryman
Part II: Pose Estimation
Articulated Pose Estimation and Tracking: Introduction
Leonid Sigal
Model-based Pose Estimation
Gerard Pons-Moll and Bodo Rosenhahn
Motion Models for People Tracking
David J. Fleet
Part-based Models for Finding People and Estimating Their Pose
Deva Ramanan
Feature-based Pose Estimation
Cristian Sminchisescu, Liefeng Bo, Catalin Ionescu and Atul Kanaujia
Benchmark Datasets for Pose Estimation and Tracking
Mykhaylo Andriluka, Leonid Sigal and Michael J. Black
Part III: Recognition
On Human Action
Aaron Bobick and Volker Krüger
Motion Pattern Analysis for Modeling and Recognition of Complex Human Activities
Nandita M. Nayak, Ricky J.Sethi, Bi Song, Amit K. Roy-Chowdhury
Action Recognition Using Topic Models
Xiaogang Wang
Learning Action Primitives
Dana Kulic, Danica Kragic and Volker Krüger
Contextual Action Recognition
Hedvig Kjellström
Facial Expression Analysis
Fernando De la Torre and Jeffrey F. Cohn
Benchmarking Datasets for Human Activity Recognition
Haowei Liu, Rogerio Feris and Ming-Ting Sun
Part IV: Applications
Applications for Visual Analysis of People
Adrian Hilton
Image and Video-based Biometrics
Vishal M. Patel, Jaishanker K. Pillai and Rama Chellappa
Security and Surveillance
Shaogang Gong, Chen Change Loy and Tao Xiang
Predicting Pedestrian Trajectories
Stefano Pellegrini, Andreas Ess and Luc Van Gool
Human Computer Interaction
Dennis Lin and Vuong Le and Thomas Huang
Social Signal Processing: The Research Agenda
Maja Pantic, Roderick Cowie, Francesca DErrico, Dirk Heylen, Marc Mehu, Catherine Pelachaud, Isabella Poggi, Marc Schroeder and Alessandro Vinciarelli
Sign Language Recognition
Helen Cooper, Brian Holt and Richard Bowden
Sports TV Applications of Computer Vision
Graham Thomas
Multi-view 4D Reconstruction of Human Action for Entertainment
Oliver Grau
Vision for Driver Assistance: Looking at People in a Vehicle
Cuong Tran and Mohan Manubhai Trivedi
Is There Anybody Out There?
Thomas B. Moeslund
Beyond the Static Camera: Issues and Trends in Active Vision
Murad Al Haj, Carles Fernández, Zhanwu Xiong, Ivan Huerta, Jordi Gonzàlez and Xavier Roca
Figure-Ground Segmentation - Pixel-Based
Ahmed Elgammal
Figure-Ground Segmentation - Object Based
Bastian Leibe
Face Detection
Raghuraman Gopalan, William Robson Schwartz, Rama Chellappa, and Ankur Srivastava
Wide Area Tracking in Single and Multiple Views
B. Song, R. J. Sethi and A. K. Roy-Chowdhury
Benchmark Datasets for Detection and Tracking
Anna-Louise Ellis and James Ferryman
Part II: Pose Estimation
Articulated Pose Estimation and Tracking: Introduction
Leonid Sigal
Model-based Pose Estimation
Gerard Pons-Moll and Bodo Rosenhahn
Motion Models for People Tracking
David J. Fleet
Part-based Models for Finding People and Estimating Their Pose
Deva Ramanan
Feature-based Pose Estimation
Cristian Sminchisescu, Liefeng Bo, Catalin Ionescu and Atul Kanaujia
Benchmark Datasets for Pose Estimation and Tracking
Mykhaylo Andriluka, Leonid Sigal and Michael J. Black
Part III: Recognition
On Human Action
Aaron Bobick and Volker Krüger
Motion Pattern Analysis for Modeling and Recognition of Complex Human Activities
Nandita M. Nayak, Ricky J.Sethi, Bi Song, Amit K. Roy-Chowdhury
Action Recognition Using Topic Models
Xiaogang Wang
Learning Action Primitives
Dana Kulic, Danica Kragic and Volker Krüger
Contextual Action Recognition
Hedvig Kjellström
Facial Expression Analysis
Fernando De la Torre and Jeffrey F. Cohn
Benchmarking Datasets for Human Activity Recognition
Haowei Liu, Rogerio Feris and Ming-Ting Sun
Part IV: Applications
Applications for Visual Analysis of People
Adrian Hilton
Image and Video-based Biometrics
Vishal M. Patel, Jaishanker K. Pillai and Rama Chellappa
Security and Surveillance
Shaogang Gong, Chen Change Loy and Tao Xiang
Predicting Pedestrian Trajectories
Stefano Pellegrini, Andreas Ess and Luc Van Gool
Human Computer Interaction
Dennis Lin and Vuong Le and Thomas Huang
Social Signal Processing: The Research Agenda
Maja Pantic, Roderick Cowie, Francesca DErrico, Dirk Heylen, Marc Mehu, Catherine Pelachaud, Isabella Poggi, Marc Schroeder and Alessandro Vinciarelli
Sign Language Recognition
Helen Cooper, Brian Holt and Richard Bowden
Sports TV Applications of Computer Vision
Graham Thomas
Multi-view 4D Reconstruction of Human Action for Entertainment
Oliver Grau
Vision for Driver Assistance: Looking at People in a Vehicle
Cuong Tran and Mohan Manubhai Trivedi
From the reviews:
"This book is a collection of 30 scientific papers organized in four parts. The topics that are reviewed in this book are mainly people and face detection, pose estimation, tracking and activity recognition. The book covers a broad domain making the book appealing to not only graduate students in the computer vision field, but also scholars and researchers." (Norberto Goussies, IAPR Newsletter, Vol. 35 (3), July, 2013)
"This book is a collection of 30 scientific papers organized in four parts. The topics that are reviewed in this book are mainly people and face detection, pose estimation, tracking and activity recognition. The book covers a broad domain making the book appealing to not only graduate students in the computer vision field, but also scholars and researchers." (Norberto Goussies, IAPR Newsletter, Vol. 35 (3), July, 2013)