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Human Activity Recognition Challenge

2020-11-20 Technology & Engineering
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Release : 2020-11-20
Genre : Technology & Engineering
Kind : eBook
Book Rating : 696/5 ( reviews)

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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. This book was released on 2020-11-20. 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).

IoT Sensor-Based Activity Recognition

2020-07-30 Computers
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Release : 2020-07-30
Genre : Computers
Kind : eBook
Book Rating : 793/5 ( reviews)

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Book Synopsis IoT Sensor-Based Activity Recognition by : Md Atiqur Rahman Ahad

Download or read book IoT Sensor-Based Activity Recognition written by Md Atiqur Rahman Ahad. This book was released on 2020-07-30. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Deep Learning for Human Activity Recognition

2021-02-17 Computers
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Release : 2021-02-17
Genre : Computers
Kind : eBook
Book Rating : 750/5 ( reviews)

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Book Synopsis Deep Learning for Human Activity Recognition by : Xiaoli Li

Download or read book Deep Learning for Human Activity Recognition written by Xiaoli Li. This book was released on 2021-02-17. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the Second International Workshop on Deep Learning for Human Activity Recognition, DL-HAR 2020, held in conjunction with IJCAI-PRICAI 2020, in Kyoto, Japan, in January 2021. Due to the COVID-19 pandemic the workshop was postponed to the year 2021 and held in a virtual format. The 10 presented papers were thorougly reviewed and included in the volume. They present recent research on applications of human activity recognition for various areas such as healthcare services, smart home applications, and more.

Activity and Behavior Computing

2020-12-23 Technology & Engineering
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Release : 2020-12-23
Genre : Technology & Engineering
Kind : eBook
Book Rating : 445/5 ( reviews)

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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. This book was released on 2020-12-23. 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.

Human Activity Sensing

2019-09-09 Computers
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Release : 2019-09-09
Genre : Computers
Kind : eBook
Book Rating : 010/5 ( reviews)

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Book Synopsis Human Activity Sensing by : Nobuo Kawaguchi

Download or read book Human Activity Sensing written by Nobuo Kawaguchi. This book was released on 2019-09-09. Available in PDF, EPUB and Kindle. Book excerpt: Activity recognition has emerged as a challenging and high-impact research field, as over the past years smaller and more powerful sensors have been introduced in wide-spread consumer devices. Validation of techniques and algorithms requires large-scale human activity corpuses and improved methods to recognize activities and the contexts in which they occur. This book deals with the challenges of designing valid and reproducible experiments, running large-scale dataset collection campaigns, designing activity and context recognition methods that are robust and adaptive, and evaluating activity recognition systems in the real world with real users.

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