Computer Analysis of Human Behavior

Computer Analysis of Human Behavior
Author: Albert Ali Salah
Publisher: Springer Science & Business Media
Total Pages: 412
Release: 2011-10-07
Genre: Computers
ISBN: 0857299948

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This book provides a broad survey of advanced pattern recognition techniques for human behavior analysis. Clearly structured, the book begins with concise coverage of the major concepts, before introducing the most frequently used techniques and algorithms in detail, and then discussing examples of real applications. Features: contains contributions from an international selection of experts in the field; presents a thorough introduction to the fundamental topics of human behavior analysis; investigates methods for activity recognition, including gait and posture analysis, hand gesture analysis, and semantics of human behavior in image sequences; provides an accessible psychological treatise on social signals for the analysis of social behaviors; discusses voice and speech analysis, combined audiovisual cues, and social interactions and group dynamics; examines applications in different research fields; each chapter concludes with review questions, a summary of the topics covered, and a glossary.

Human Activity and Behavior Analysis

Human Activity and Behavior Analysis
Author: Md Atiqur Rahman Ahad
Publisher: CRC Press
Total Pages: 285
Release: 2024-04-29
Genre: Computers
ISBN: 1003815790

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Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects. The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on two main subject areas: Movement and Sensors, and Sports Activity Analysis. The editors are experts in these arenas, and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis.

Human Activity and Behavior Analysis

Human Activity and Behavior Analysis
Author: Stephan Sigg
Publisher: Ubiquitous Computing, Healthcare and Well-being
Total Pages: 0
Release: 2023-11
Genre: Computer vision
ISBN: 9781032443119

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"Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects. The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on two main subject areas: Movement and Sensors, and Sports Activity Analysis. The editors are experts in these arenas and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis"--

Human Activity and Behavior Analysis: Advances in computer vision and sensors

Human Activity and Behavior Analysis: Advances in computer vision and sensors
Author: Md. Atiqur Rahman Ahad
Publisher:
Total Pages: 0
Release: 2023-11
Genre: Computer vision
ISBN: 9781003371540

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"Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects. The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on two main subject areas: Movement and Sensors, and Sports Activity Analysis. The editors are experts in these arenas and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis"--

Human Activity and Behavior Analysis

Human Activity and Behavior Analysis
Author: Md Atiqur Rahman Ahad
Publisher: CRC Press
Total Pages: 457
Release: 2024-04-29
Genre: Computers
ISBN: 1003815685

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Human Activity and Behavior Analysis relates to the field of vision and sensor-based human action or activity and behavior analysis and recognition. The book includes a series of methodologies, surveys, relevant datasets, challenging applications, ideas, and future prospects. The book discusses topics such as action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. This volume focuses on relevant activities in three main subject areas: Healthcare and Emotion, Mental Health, and Nurse Care Records. The editors are experts in these arenas and the contributing authors are drawn from high-impact research groups around the world. This book will be of great interest to academics, students, and professionals working and researching in the field of human activity and behavior analysis.

Activity and Behavior Computing

Activity and Behavior Computing
Author: Md Atiqur Rahman Ahad
Publisher: Springer Nature
Total Pages: 315
Release: 2020-12-23
Genre: Technology & Engineering
ISBN: 9811589445

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Focusing on the vision-based and sensor-based recognition and analysis of human activity and behavior, this book gathers extended versions of selected papers presented at the International Conference on Activity and Behavior Computing (ABC 2020), held in Kitakyushu, Japan on August 26 – 29, 2020. The respective chapters cover action recognition, action understanding, gait analysis, gesture recognition, behavior analysis, emotion and affective computing, and related areas. The book addresses various challenges and aspects of human activity recognition in both the sensor-based and vision-based domains, making it a unique guide to the field.

Contactless Human Activity Analysis

Contactless Human Activity Analysis
Author: Md Atiqur Rahman Ahad
Publisher: Springer Nature
Total Pages: 364
Release: 2021-03-23
Genre: Technology & Engineering
ISBN: 303068590X

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This book is a truly comprehensive, timely, and very much needed treatise on the conceptualization of analysis, and design of contactless & multimodal sensor-based human activities, behavior understanding & intervention. From an interaction design perspective, the book provides views and methods that allow for more safe, trustworthy, efficient, and more natural interaction with technology that will be embedded in our daily living environments. The chapters in this book cover sufficient grounds and depth in related challenges and advances in sensing, signal processing, computer vision, and mathematical modeling. It covers multi-domain applications, including surveillance and elderly care that will be an asset to entry-level and practicing engineers and scientists.(See inside for the reviews from top experts)

Sensor- and Video-Based Activity and Behavior Computing

Sensor- and Video-Based Activity and Behavior Computing
Author: Md Atiqur Rahman Ahad
Publisher: Springer Nature
Total Pages: 268
Release: 2022-05-03
Genre: Technology & Engineering
ISBN: 9811903611

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This book presents the best-selected research papers presented at the 3rd International Conference on Activity and Behavior Computing (ABC 2021), during 20–22 October 2021. The book includes works related to the field of vision- and sensor-based human action or activity and behavior analysis and recognition. It covers human activity recognition (HAR), action understanding, gait analysis, gesture recognition, behavior analysis, emotion, and affective computing, and related areas. The book addresses various challenges and aspects of human activity recognition—both in sensor-based and vision-based domains. It can be considered as an excellent treasury related to the human activity and behavior computing.

Statistical Machine Learning for Human Behaviour Analysis

Statistical Machine Learning for Human Behaviour Analysis
Author: Thomas Moeslund
Publisher: MDPI
Total Pages: 300
Release: 2020-06-17
Genre: Technology & Engineering
ISBN: 3039362283

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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 human analysis scenarios, 3D/4D human pose and shape estimation, human analysis in virtual/augmented reality, affective computing, social signal processing, personality computing, activity recognition, human tracking in the wild, and application of information-theoretic concepts for human behaviour analysis. In the end, 15 papers were accepted for this special issue. These papers, that are reviewed in this editorial, analyse human behaviour from the aforementioned perspectives, defining in most of the cases the state of the art in their corresponding field.

Human Activity Recognition Challenge

Human Activity Recognition Challenge
Author: Md Atiqur Rahman Ahad
Publisher: Springer Nature
Total Pages: 126
Release: 2020-11-20
Genre: Technology & Engineering
ISBN: 9811582696

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The book introduces some challenging methods and solutions to solve the human activity recognition challenge. This book highlights the challenge that will lead the researchers in academia and industry to move further related to human activity recognition and behavior analysis, concentrating on cooking challenge. Current activity recognition systems focus on recognizing either the complex label (macro-activity) or the small steps (micro-activities) but their combined recognition is critical for analysis like the challenge proposed in this book. It has 10 chapters from 13 institutes and 8 countries (Japan, USA, Switzerland, France, Slovenia, China, Bangladesh, and Columbia).