Human Activity And Behavior Analysis Advances In Computer Vision And Sensors

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Human Activity and Behavior Analysis

Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Human Activity and Behavior Analysis Book PDF

Author : Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Publisher : CRC Press
Page : 457 pages
File Size : 41,7 Mb
Release : 2024-04-29
Category : Computers
ISBN : 9781003815686

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Human Activity and Behavior Analysis by Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain Pdf

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.

Human Activity and Behavior Analysis

Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Human Activity and Behavior Analysis Book PDF

Author : Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Publisher : CRC Press
Page : 285 pages
File Size : 53,8 Mb
Release : 2024-04-29
Category : Computers
ISBN : 9781003815792

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Human Activity and Behavior Analysis by Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain Pdf

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

Md. Atiqur Rahman Ahad,Sōzō Inoue,Guillaume Lopez,Stephan Sigg
Human Activity and Behavior Analysis Advances in computer vision and sensors Book PDF

Author : Md. Atiqur Rahman Ahad,Sōzō Inoue,Guillaume Lopez,Stephan Sigg
Publisher : Unknown
Page : 0 pages
File Size : 51,8 Mb
Release : 2023-11
Category : Computer vision
ISBN : 100337154X

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Human Activity and Behavior Analysis: Advances in computer vision and sensors by Md. Atiqur Rahman Ahad,Sōzō Inoue,Guillaume Lopez,Stephan Sigg Pdf

"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

Stephan Sigg
Human Activity and Behavior Analysis Book PDF

Author : Stephan Sigg
Publisher : Ubiquitous Computing, Healthcare and Well-being
Page : 0 pages
File Size : 47,6 Mb
Release : 2023-11
Category : Computer vision
ISBN : 1032443111

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Human Activity and Behavior Analysis by Stephan Sigg Pdf

"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

Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Human Activity and Behavior Analysis Book PDF

Author : Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain
Publisher : Unknown
Page : 0 pages
File Size : 55,5 Mb
Release : 2024-03
Category : Electronic
ISBN : 1032641916

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Human Activity and Behavior Analysis by Md Atiqur Rahman Ahad,Sozo Inoue,Guillaume Lopez,Tahera Hossain Pdf

The book is divided into two volumes. Volume One in particular focuses on relevant activities in three main subject areas: Healthcare and Emotion, Mental Health, and Nurse Care Records. Volume Two focuses in particular on two main subject areas: Movement and Sensors, and Sports Activity Analysis.

Sensor- and Video-Based Activity and Behavior Computing

Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami
Sensor and Video Based Activity and Behavior Computing Book PDF

Author : Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami
Publisher : Springer Nature
Page : 268 pages
File Size : 50,9 Mb
Release : 2022-05-03
Category : Technology & Engineering
ISBN : 9789811903618

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Sensor- and Video-Based Activity and Behavior Computing by Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami Pdf

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.

Activity and Behavior Computing

Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami
Activity and Behavior Computing Book PDF

Author : Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami
Publisher : Springer Nature
Page : 315 pages
File Size : 40,5 Mb
Release : 2020-12-23
Category : Technology & Engineering
ISBN : 9789811589447

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Activity and Behavior Computing by Md Atiqur Rahman Ahad,Sozo Inoue,Daniel Roggen,Kaori Fujinami Pdf

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

Md Atiqur Rahman Ahad,Upal Mahbub,Tauhidur Rahman
Contactless Human Activity Analysis Book PDF

Author : Md Atiqur Rahman Ahad,Upal Mahbub,Tauhidur Rahman
Publisher : Springer Nature
Page : 364 pages
File Size : 52,8 Mb
Release : 2021-03-23
Category : Technology & Engineering
ISBN : 9783030685904

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Contactless Human Activity Analysis by Md Atiqur Rahman Ahad,Upal Mahbub,Tauhidur Rahman Pdf

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)

Human Activity Recognition and Behaviour Analysis

Liming Chen,Chris D. Nugent
Human Activity Recognition and Behaviour Analysis Book PDF

Author : Liming Chen,Chris D. Nugent
Publisher : Springer
Page : 255 pages
File Size : 42,9 Mb
Release : 2019-06-11
Category : Computers
ISBN : 9783030194086

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Human Activity Recognition and Behaviour Analysis by Liming Chen,Chris D. Nugent Pdf

The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas. This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.

Semantic Analysis and Understanding of Human Behavior in Video Streaming

Alberto Amato,Vincenzo Di Lecce,Vincenzo Piuri
Semantic Analysis and Understanding of Human Behavior in Video Streaming Book PDF

Author : Alberto Amato,Vincenzo Di Lecce,Vincenzo Piuri
Publisher : Springer Science & Business Media
Page : 111 pages
File Size : 45,6 Mb
Release : 2012-09-18
Category : Computers
ISBN : 9781461454861

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Semantic Analysis and Understanding of Human Behavior in Video Streaming by Alberto Amato,Vincenzo Di Lecce,Vincenzo Piuri Pdf

Semantic Analysis and Understanding of Human Behaviour in Video Streaming investigates the semantic analysis of the human behaviour captured by video streaming, and introduces both theoretical and technological points of view. Video analysis based on the semantic content is in fact still an open issue for the computer vision research community, especially when real-time analysis of complex scenes is concerned. This book explores an innovative, original approach to human behaviour analysis and understanding by using the syntactical symbolic analysis of images and video streaming described by means of strings of symbols. A symbol is associated to each area of the analyzed scene. When a moving object enters an area, the corresponding symbol is appended to the string describing the motion. This approach allows for characterizing the motion of a moving object with a word composed by symbols. By studying and classifying these words we can categorize and understand the various behaviours. The main advantage of this approach lies in the simplicity of the scene and motion descriptions so that the behaviour analysis will have limited computational complexity due to the intrinsic nature both of the representations and the related operations used to manipulate them. Besides, the structure of the representations is well suited for possible parallel processing, thus allowing for speeding up the analysis when appropriate hardware architectures are used. A new methodology for design systems for hierarchical high semantic level analysis of video streaming in narrow domains is also proposed. Guidelines to design your own system are provided in this book. Designed for practitioners, computer scientists and engineers working within the fields of human computer interaction, surveillance, image processing and computer vision, this book can also be used as secondary text book for advanced-level students in computer science and engineering.

Statistical Machine Learning for Human Behaviour Analysis

Thomas Moeslund,Sergio Escalera,Gholamreza Anbarjafari,Kamal Nasrollahi,Jun Wan
Statistical Machine Learning for Human Behaviour Analysis Book PDF

Author : Thomas Moeslund,Sergio Escalera,Gholamreza Anbarjafari,Kamal Nasrollahi,Jun Wan
Publisher : MDPI
Page : 300 pages
File Size : 52,8 Mb
Release : 2020-06-17
Category : Technology & Engineering
ISBN : 9783039362288

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Statistical Machine Learning for Human Behaviour Analysis by Thomas Moeslund,Sergio Escalera,Gholamreza Anbarjafari,Kamal Nasrollahi,Jun Wan Pdf

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.

Computer Analysis of Human Behavior

Albert Ali Salah,Theo Gevers
Computer Analysis of Human Behavior Book PDF

Author : Albert Ali Salah,Theo Gevers
Publisher : Springer Science & Business Media
Page : 412 pages
File Size : 40,8 Mb
Release : 2011-10-07
Category : Computers
ISBN : 9780857299949

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Computer Analysis of Human Behavior by Albert Ali Salah,Theo Gevers Pdf

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.

Vision-Based Human Activity Recognition

Zhongxu Hu,Chen Lv
Vision Based Human Activity Recognition Book PDF

Author : Zhongxu Hu,Chen Lv
Publisher : Springer Nature
Page : 130 pages
File Size : 43,5 Mb
Release : 2022-04-22
Category : Computers
ISBN : 9789811922909

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Vision-Based Human Activity Recognition by Zhongxu Hu,Chen Lv Pdf

This book offers a systematic, comprehensive, and timely review on V-HAR, and it covers the related tasks, cutting-edge technologies, and applications of V-HAR, especially the deep learning-based approaches. The field of Human Activity Recognition (HAR) has become one of the trendiest research topics due to the availability of various sensors, live streaming of data and the advancement in computer vision, machine learning, etc. HAR can be extensively used in many scenarios, for example, medical diagnosis, video surveillance, public governance, also in human–machine interaction applications. In HAR, various human activities such as walking, running, sitting, sleeping, standing, showering, cooking, driving, abnormal activities, etc., are recognized. The data can be collected from wearable sensors or accelerometer or through video frames or images; among all the sensors, vision-based sensors are now the most widely used sensors due to their low-cost, high-quality, and unintrusive characteristics. Therefore, vision-based human activity recognition (V-HAR) is the most important and commonly used category among all HAR technologies. The addressed topics include hand gestures, head pose, body activity, eye gaze, attention modeling, etc. The latest advancements and the commonly used benchmark are given. Furthermore, this book also discusses the future directions and recommendations for the new researchers.

Understanding Human Activities Through 3D Sensors

Hazem Wannous,Pietro Pala,Mohamed Daoudi,Francisco Flórez-Revuelta
Understanding Human Activities Through 3D Sensors Book PDF

Author : Hazem Wannous,Pietro Pala,Mohamed Daoudi,Francisco Flórez-Revuelta
Publisher : Springer
Page : 129 pages
File Size : 41,5 Mb
Release : 2018-05-15
Category : Computers
ISBN : 9783319918631

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Understanding Human Activities Through 3D Sensors by Hazem Wannous,Pietro Pala,Mohamed Daoudi,Francisco Flórez-Revuelta Pdf

This book constitutes the revised selected papers of the Second International Workshop on Understanding Human Activities through 3D Sensors, UHA3DS 2016, that was held in conjunction with the 23rd International Conference on Pattern Recognition, ICPR 2016, held in Cancun, Mexico, in December 2016. The 9 revised full papers were carefully reviewed and selected from 12 submissions. The papers are organized in topical sections on Behavior Analysis, Human Motion Recognition, and Application Datasets.

Multimodal Behavior Analysis in the Wild

Xavier Alameda-Pineda,Elisa Ricci,Nicu Sebe
Multimodal Behavior Analysis in the Wild Book PDF

Author : Xavier Alameda-Pineda,Elisa Ricci,Nicu Sebe
Publisher : Academic Press
Page : 498 pages
File Size : 41,7 Mb
Release : 2018-11-13
Category : Computers
ISBN : 9780128146026

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Multimodal Behavior Analysis in the Wild by Xavier Alameda-Pineda,Elisa Ricci,Nicu Sebe Pdf

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