Human Activity Recognition And Behaviour Analysis

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Human Activity Recognition and Behaviour Analysis

Author : Liming Chen
Publisher : Springer
ISBN 13 : 3030194086
Total Pages : 255 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Human Activity Recognition and Behaviour Analysis by : Liming Chen

Download or read book Human Activity Recognition and Behaviour Analysis written by Liming Chen and published by Springer. This book was released on 2019-06-11 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Human Activity and Behavior Analysis

Author : Md Atiqur Rahman Ahad
Publisher : CRC Press
ISBN 13 : 1003815685
Total Pages : 457 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Human Activity and Behavior Analysis by : Md Atiqur Rahman Ahad

Download or read book Human Activity and Behavior Analysis written by Md Atiqur Rahman Ahad and published by CRC Press. This book was released on 2024-04-29 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Md Atiqur Rahman Ahad
Publisher : CRC Press
ISBN 13 : 1003815790
Total Pages : 285 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Human Activity and Behavior Analysis by : Md Atiqur Rahman Ahad

Download or read book Human Activity and Behavior Analysis written by Md Atiqur Rahman Ahad and published by CRC Press. This book was released on 2024-04-29 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Recognition Challenge

Author : Md Atiqur Rahman Ahad
Publisher : Springer Nature
ISBN 13 : 9811582696
Total Pages : 126 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Human Activity Recognition Challenge by : Md Atiqur Rahman Ahad

Download or read book Human Activity Recognition Challenge written by Md Atiqur Rahman Ahad and published by Springer Nature. This book was released on 2020-11-20 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Activity and Behavior Computing

Author : Md Atiqur Rahman Ahad
Publisher : Springer Nature
ISBN 13 : 9811589445
Total Pages : 315 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Activity and Behavior Computing by : Md Atiqur Rahman Ahad

Download or read book Activity and Behavior Computing written by Md Atiqur Rahman Ahad and published by Springer Nature. This book was released on 2020-12-23 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Statistical Machine Learning for Human Behaviour Analysis

Author : Thomas Moeslund
Publisher : MDPI
ISBN 13 : 3039362283
Total Pages : 300 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Statistical Machine Learning for Human Behaviour Analysis by : Thomas Moeslund

Download or read book Statistical Machine Learning for Human Behaviour Analysis written by Thomas Moeslund and published by MDPI. This book was released on 2020-06-17 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and Behavior Analysis

Author : Stephan Sigg
Publisher : Ubiquitous Computing, Healthcare and Well-being
ISBN 13 : 9781032443119
Total Pages : 0 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Human Activity and Behavior Analysis by : Stephan Sigg

Download or read book Human Activity and Behavior Analysis written by Stephan Sigg and published by Ubiquitous Computing, Healthcare and Well-being. This book was released on 2023-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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

Author : Md. Atiqur Rahman Ahad
Publisher :
ISBN 13 : 9781003371540
Total Pages : 0 pages
Book Rating : 4.3/5 (715 download)

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Book Synopsis Human Activity and Behavior Analysis: Advances in computer vision and sensors by : Md. Atiqur Rahman Ahad

Download or read book Human Activity and Behavior Analysis: Advances in computer vision and sensors written by Md. Atiqur Rahman Ahad and published by . This book was released on 2023-11 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 Behavior Analysis: Sensing and Understanding

Author : Zhiwen Yu
Publisher : Springer Nature
ISBN 13 : 9811521093
Total Pages : 277 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Human Behavior Analysis: Sensing and Understanding by : Zhiwen Yu

Download or read book Human Behavior Analysis: Sensing and Understanding written by Zhiwen Yu and published by Springer Nature. This book was released on 2020-02-29 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Sensor- and Video-Based Activity and Behavior Computing

Author : Md Atiqur Rahman Ahad
Publisher : Springer Nature
ISBN 13 : 9811903611
Total Pages : 268 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Sensor- and Video-Based Activity and Behavior Computing by : Md Atiqur Rahman Ahad

Download or read book Sensor- and Video-Based Activity and Behavior Computing written by Md Atiqur Rahman Ahad and published by Springer Nature. This book was released on 2022-05-03 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computer Analysis of Human Behavior

Author : Albert Ali Salah
Publisher : Springer Science & Business Media
ISBN 13 : 0857299948
Total Pages : 412 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Computer Analysis of Human Behavior by : Albert Ali Salah

Download or read book Computer Analysis of Human Behavior written by Albert Ali Salah and published by Springer Science & Business Media. This book was released on 2011-10-07 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Recognition in Videos. A Brief Review

Author : Amrit Sarkar
Publisher :
ISBN 13 : 9783656691266
Total Pages : 20 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Human Activity and Behavior Recognition in Videos. A Brief Review by : Amrit Sarkar

Download or read book Human Activity and Behavior Recognition in Videos. A Brief Review written by Amrit Sarkar and published by . This book was released on 2014-07-10 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2014 in the subject Engineering - Artificial Intelligence, grade: 8.8345, course: B.Tech. Information Technology, language: English, abstract: Understanding human activity and behavior, especially real-time understanding of human activity and behavior in video streams is presently one of the most active areas of research in Computer Vision and Artificial Intelligence. Its purpose is to automatically detect, track and describe human activities in a sequence of image frames. Challenges in this topic of research are numerous and sometimes very difficult to work out. This paper presents a brief review over the overall process of Human Activity and Behavior Recognition both real time and non-real time, and some of the applications present in current world. The main purpose of this survey is to extensively identify some of the existing methods, critically analyze it and acknowledge the work done by researchers in this field so far.

Human Activity Recognition and Prediction

Author : Yun Fu
Publisher : Springer
ISBN 13 : 3319270044
Total Pages : 174 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Human Activity Recognition and Prediction by : Yun Fu

Download or read book Human Activity Recognition and Prediction written by Yun Fu and published by Springer. This book was released on 2015-12-23 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video content understanding by taking advantage of activity recognition. It links multiple popular research fields in computer vision, machine learning, human-centered computing, human-computer interaction, image classification, and pattern recognition. In addition, the book includes several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles and blend both methodology and application, composing a solid overview of the human activity recognition techniques.

Contactless Human Activity Analysis

Author : Md Atiqur Rahman Ahad
Publisher : Springer Nature
ISBN 13 : 303068590X
Total Pages : 364 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Contactless Human Activity Analysis by : Md Atiqur Rahman Ahad

Download or read book Contactless Human Activity Analysis written by Md Atiqur Rahman Ahad and published by Springer Nature. This book was released on 2021-03-23 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)

Advances in Human Activity Detection and Recognition (HADR) Systems

Author : Santosh Kumar Tripathy
Publisher : Springer Nature
ISBN 13 : 3031516605
Total Pages : 145 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Advances in Human Activity Detection and Recognition (HADR) Systems by : Santosh Kumar Tripathy

Download or read book Advances in Human Activity Detection and Recognition (HADR) Systems written by Santosh Kumar Tripathy and published by Springer Nature. This book was released on with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multimodal Behavior Analysis in the Wild

Author : Xavier Alameda-Pineda
Publisher : Academic Press
ISBN 13 : 0128146028
Total Pages : 498 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Multimodal Behavior Analysis in the Wild by : Xavier Alameda-Pineda

Download or read book Multimodal Behavior Analysis in the Wild written by Xavier Alameda-Pineda and published by Academic Press. This book was released on 2018-11-13 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Statistical Machine Learning for Human Behaviour Analysis

Author : Thomas Moeslund
Publisher :
ISBN 13 : 9783039362295
Total Pages : 300 pages
Book Rating : 4.3/5 (622 download)

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Book Synopsis Statistical Machine Learning for Human Behaviour Analysis by : Thomas Moeslund

Download or read book Statistical Machine Learning for Human Behaviour Analysis written by Thomas Moeslund and published by . This book was released on 2020 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.