Sensor And Video Based Activity And Behavior Computing

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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 : 49,5 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 : 41,7 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.

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 : 47,7 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 : 55,6 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 : 47,8 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"--

Activity Learning

Diane J. Cook,Narayanan C. Krishnan
Activity Learning Book PDF

Author : Diane J. Cook,Narayanan C. Krishnan
Publisher : John Wiley & Sons
Page : 288 pages
File Size : 46,9 Mb
Release : 2015-02-19
Category : Technology & Engineering
ISBN : 9781119010241

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Activity Learning by Diane J. Cook,Narayanan C. Krishnan Pdf

Defines the notion of an activity model learned from sensor data and presents key algorithms that form the core of the field Activity Learning: Discovering, Recognizing and Predicting Human Behavior from Sensor Data provides an in-depth look at computational approaches to activity learning from sensor data. Each chapter is constructed to provide practical, step-by-step information on how to analyze and process sensor data. The book discusses techniques for activity learning that include the following: Discovering activity patterns that emerge from behavior-based sensor data Recognizing occurrences of predefined or discovered activities in real time Predicting the occurrences of activities The techniques covered can be applied to numerous fields, including security, telecommunications, healthcare, smart grids, and home automation. An online companion site enables readers to experiment with the techniques described in the book, and to adapt or enhance the techniques for their own use. With an emphasis on computational approaches, Activity Learning: Discovering, Recognizing, and Predicting Human Behavior from Sensor Data provides graduate students and researchers with an algorithmic perspective to activity learning.

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 : 42,9 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.

Vision, Sensing and Analytics: Integrative Approaches

Md Atiqur Rahman Ahad,Atsushi Inoue
Vision Sensing and Analytics Integrative Approaches Book PDF

Author : Md Atiqur Rahman Ahad,Atsushi Inoue
Publisher : Springer Nature
Page : 416 pages
File Size : 46,7 Mb
Release : 2021-06-05
Category : Technology & Engineering
ISBN : 9783030754907

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Vision, Sensing and Analytics: Integrative Approaches by Md Atiqur Rahman Ahad,Atsushi Inoue Pdf

This book serves as the first guideline of the integrative approach, optimal for our new and young generations. Recent technology advancements in computer vision, IoT sensors, and analytics open the door to highly impactful innovations and applications as a result of effective and efficient integration of those. Such integration has brought to scientists and engineers a new approach —the integrative approach. This offers far more rapid development and scalable architecting when comparing to the traditional hardcore developmental approach. Featuring biomedical and healthcare challenges including COVID-19, we present a collection of carefully selective cases with significant added- values as a result of integrations, e.g., sensing with AI, analytics with different data sources, and comprehensive monitoring with many different sensors, while sustaining its readability.

IoT Sensor-Based Activity Recognition

Md Atiqur Rahman Ahad,Anindya Das Antar,Masud Ahmed
IoT Sensor Based Activity Recognition Book PDF

Author : Md Atiqur Rahman Ahad,Anindya Das Antar,Masud Ahmed
Publisher : Springer Nature
Page : 214 pages
File Size : 45,9 Mb
Release : 2020-07-30
Category : Computers
ISBN : 9783030513795

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IoT Sensor-Based Activity Recognition by Md Atiqur Rahman Ahad,Anindya Das Antar,Masud Ahmed Pdf

This book offer clear descriptions of the basic structure for the recognition and classification of human activities using different types of sensor module and smart devices in e.g. healthcare, education, monitoring the elderly, daily human behavior, and fitness monitoring. In addition, the complexities, challenges, and design issues involved in data collection, processing, and other fundamental stages along with datasets, methods, etc., are discussed in detail. The book offers a valuable resource for readers in the fields of pattern recognition, human–computer interaction, and the Internet of Things.

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 : 42,5 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.

Crowd Assisted Networking and Computing

Al-Sakib Khan Pathan
Crowd Assisted Networking and Computing Book PDF

Author : Al-Sakib Khan Pathan
Publisher : CRC Press
Page : 288 pages
File Size : 54,8 Mb
Release : 2018-09-03
Category : Computers
ISBN : 9780429843600

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Crowd Assisted Networking and Computing by Al-Sakib Khan Pathan Pdf

Crowd computing, crowdsourcing, crowd-associated network (CrAN), crowd-assisted sensing are some examples of crowd-based concepts that harness the power of people on the web or connected via web-like infrastructure to do tasks that are often difficult for individual users or computers to do alone. This creates many challenging issues like assessing reliability and correctness of crowd generated information, delivery of data and information via crowd, middleware for supporting crowdsourcing and crowd computing tasks, crowd associated networking and its security, Quality of Information (QoI) issues, etc. This book compiles the latest advances in the relevant fields.

Proceedings of the Third International Conference on Soft Computing for Problem Solving

Millie Pant,Kusum Deep,Atulya Nagar,Jagdish Chand Bansal
Proceedings of the Third International Conference on Soft Computing for Problem Solving Book PDF

Author : Millie Pant,Kusum Deep,Atulya Nagar,Jagdish Chand Bansal
Publisher : Springer
Page : 904 pages
File Size : 53,8 Mb
Release : 2014-07-08
Category : Technology & Engineering
ISBN : 9788132217718

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Proceedings of the Third International Conference on Soft Computing for Problem Solving by Millie Pant,Kusum Deep,Atulya Nagar,Jagdish Chand Bansal Pdf

The proceedings of SocProS 2013 serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc. This book will be beneficial for the young as well as experienced researchers dealing with complex and intricate real world problems for which finding a solution by traditional methods is very difficult. The different areas covered in the proceedings are: Image Processing, Cryptanalysis, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Optimization, Problems related to Medical and Health Care, Networking etc.

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 : 40,6 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 Behavior Analysis: Sensing and Understanding

Zhiwen Yu,Zhu Wang
Human Behavior Analysis Sensing and Understanding Book PDF

Author : Zhiwen Yu,Zhu Wang
Publisher : Springer Nature
Page : 277 pages
File Size : 44,5 Mb
Release : 2020-02-29
Category : Computers
ISBN : 9789811521096

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Human Behavior Analysis: Sensing and Understanding by Zhiwen Yu,Zhu Wang Pdf

Over the last decade, there has been a growing interest in human behavior analysis, motivated by societal needs such as security, natural interfaces, affective computing, and assisted living. However, the accurate and non-invasive detection and recognition of human behavior remain major challenges and the focus of many research efforts. Traditionally, in order to identify human behavior, it is first necessary to continuously collect the readings of physical sensing devices (e.g., camera, GPS, and RFID), which can be worn on human bodies, attached to objects, or deployed in the environment. Afterwards, using recognition algorithms or classification models, the behavior types can be identified so as to facilitate advanced applications. Although such traditional approaches deliver satisfactory performance and are still widely used, most of them are intrusive and require specific sensing devices, raising issues such as privacy and deployment costs. In this book, we will present our latest findings on non-invasive sensing and understanding of human behavior. Specifically, this book differs from existing literature in the following senses. Firstly, we focus on approaches that are based on non-invasive sensing technologies, including both sensor-based and device-free variants. Secondly, while most existing studies examine individual behaviors, we will systematically elaborate on how to understand human behaviors of various granularities, including not only individual-level but also group-level and community-level behaviors. Lastly, we will discuss the most important scientific problems and open issues involved in human behavior analysis.

Measurement, Instrumentation, and Sensors Handbook

John G. Webster,Halit Eren
Measurement Instrumentation and Sensors Handbook Book PDF

Author : John G. Webster,Halit Eren
Publisher : CRC Press
Page : 1925 pages
File Size : 55,8 Mb
Release : 2017-12-19
Category : Medical
ISBN : 9781351833332

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Measurement, Instrumentation, and Sensors Handbook by John G. Webster,Halit Eren Pdf

The Second Edition of the bestselling Measurement, Instrumentation, and Sensors Handbook brings together all aspects of the design and implementation of measurement, instrumentation, and sensors. Reflecting the current state of the art, it describes the use of instruments and techniques for performing practical measurements in engineering, physics, chemistry, and the life sciences and discusses processing systems, automatic data acquisition, reduction and analysis, operation characteristics, accuracy, errors, calibrations, and the incorporation of standards for control purposes. Organized according to measurement problem, the Electromagnetic, Optical, Radiation, Chemical, and Biomedical Measurement volume of the Second Edition: Contains contributions from field experts, new chapters, and updates to all 98 existing chapters Covers sensors and sensor technology, time and frequency, signal processing, displays and recorders, and optical, medical, biomedical, health, environmental, electrical, electromagnetic, and chemical variables A concise and useful reference for engineers, scientists, academic faculty, students, designers, managers, and industry professionals involved in instrumentation and measurement research and development, Measurement, Instrumentation, and Sensors Handbook, Second Edition: Electromagnetic, Optical, Radiation, Chemical, and Biomedical Measurement provides readers with a greater understanding of advanced applications.