Recent Advances In Motion Analysis

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Recent Advances in Motion Analysis

Author : Francesco Di Nardo
Publisher : MDPI
ISBN 13 : 3036504389
Total Pages : 192 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Recent Advances in Motion Analysis by : Francesco Di Nardo

Download or read book Recent Advances in Motion Analysis written by Francesco Di Nardo and published by MDPI. This book was released on 2021-05-05 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advances in the technology and methodology for human movement capture and analysis over the last decade have been remarkable. Besides acknowledged approaches for kinematic, dynamic, and electromyographic (EMG) analysis carried out in the laboratory, more recently developed devices, such as wearables, inertial measurement units, ambient sensors, and cameras or depth sensors, have been adopted on a wide scale. Furthermore, computational intelligence (CI) methods, such as artificial neural networks, have recently emerged as promising tools for the development and application of intelligent systems in motion analysis. Thus, the synergy of classic instrumentation and novel smart devices and techniques has created unique capabilities in the continuous monitoring of motor behaviors in different fields, such as clinics, sports, and ergonomics. However, real-time sensing, signal processing, human activity recognition, and characterization and interpretation of motion metrics and behaviors from sensor data still representing a challenging problem not only in laboratories but also at home and in the community. This book addresses open research issues related to the improvement of classic approaches and the development of novel technologies and techniques in the domain of motion analysis in all the various fields of application.

Recent Advances in Motion Analysis

Author : Francesco Di Nardo
Publisher :
ISBN 13 : 9783036504391
Total Pages : 192 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Recent Advances in Motion Analysis by : Francesco Di Nardo

Download or read book Recent Advances in Motion Analysis written by Francesco Di Nardo and published by . This book was released on 2021 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advances in the technology and methodology for human movement capture and analysis over the last decade have been remarkable. Besides acknowledged approaches for kinematic, dynamic, and electromyographic (EMG) analysis carried out in the laboratory, more recently developed devices, such as wearables, inertial measurement units, ambient sensors, and cameras or depth sensors, have been adopted on a wide scale. Furthermore, computational intelligence (CI) methods, such as artificial neural networks, have recently emerged as promising tools for the development and application of intelligent systems in motion analysis. Thus, the synergy of classic instrumentation and novel smart devices and techniques has created unique capabilities in the continuous monitoring of motor behaviors in different fields, such as clinics, sports, and ergonomics. However, real-time sensing, signal processing, human activity recognition, and characterization and interpretation of motion metrics and behaviors from sensor data still representing a challenging problem not only in laboratories but also at home and in the community. This book addresses open research issues related to the improvement of classic approaches and the development of novel technologies and techniques in the domain of motion analysis in all the various fields of application.

Machine Learning for Human Motion Analysis: Theory and Practice

Author : Wang, Liang
Publisher : IGI Global
ISBN 13 : 1605669016
Total Pages : 318 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Machine Learning for Human Motion Analysis: Theory and Practice by : Wang, Liang

Download or read book Machine Learning for Human Motion Analysis: Theory and Practice written by Wang, Liang and published by IGI Global. This book was released on 2009-12-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book highlights the development of robust and effective vision-based motion understanding systems, addressing specific vision applications such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval"--Provided by publisher.

Machine Learning for Vision-Based Motion Analysis

Author : Liang Wang
Publisher : Springer Science & Business Media
ISBN 13 : 0857290576
Total Pages : 377 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Machine Learning for Vision-Based Motion Analysis by : Liang Wang

Download or read book Machine Learning for Vision-Based Motion Analysis written by Liang Wang and published by Springer Science & Business Media. This book was released on 2010-11-18 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and understand object motions from video footage is of increasing importance. Among the latest developments in this field is the application of statistical machine learning algorithms for object tracking, activity modeling, and recognition. Developed from expert contributions to the first and second International Workshop on Machine Learning for Vision-Based Motion Analysis, this important text/reference highlights the latest algorithms and systems for robust and effective vision-based motion understanding from a machine learning perspective. Highlighting the benefits of collaboration between the communities of object motion understanding and machine learning, the book discusses the most active forefronts of research, including current challenges and potential future directions. Topics and features: provides a comprehensive review of the latest developments in vision-based motion analysis, presenting numerous case studies on state-of-the-art learning algorithms; examines algorithms for clustering and segmentation, and manifold learning for dynamical models; describes the theory behind mixed-state statistical models, with a focus on mixed-state Markov models that take into account spatial and temporal interaction; discusses object tracking in surveillance image streams, discriminative multiple target tracking, and guidewire tracking in fluoroscopy; explores issues of modeling for saliency detection, human gait modeling, modeling of extremely crowded scenes, and behavior modeling from video surveillance data; investigates methods for automatic recognition of gestures in Sign Language, and human action recognition from small training sets. Researchers, professional engineers, and graduate students in computer vision, pattern recognition and machine learning, will all find this text an accessible survey of machine learning techniques for vision-based motion analysis. The book will also be of interest to all who work with specific vision applications, such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval.

Human Motion Analysis

Author : Gerald F. Harris
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 :
Total Pages : 488 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Human Motion Analysis by : Gerald F. Harris

Download or read book Human Motion Analysis written by Gerald F. Harris and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1996 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is designed to address current applications and future directions in human motion analysis. It has been written to convey basic as well as advanced concepts to engineers (Part I) and clinicians (Part II). Part I presents current and emerging concepts in motion analysis technology. Part II addresses the important aspects of clinical data interpretation and decision making with numerous examples.

Foot and Ankle Motion Analysis

Author : Gerald F. Harris
Publisher : CRC Press
ISBN 13 : 142000574X
Total Pages : 702 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Foot and Ankle Motion Analysis by : Gerald F. Harris

Download or read book Foot and Ankle Motion Analysis written by Gerald F. Harris and published by CRC Press. This book was released on 2007-08-22 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human motion analysis or gait analysis is used throughout the country and the world in clinics for pre-surgical planning and postsurgical follow-up. Only recently have technological advances truly begun to meet medical needs by supplying more accurate analytical data from which to make educated assessments of dynamic foot and ankle pathology. A com

Recent Advances in Biomechanics

Author : Redha Taiar
Publisher : BoD – Books on Demand
ISBN 13 : 1839680717
Total Pages : 184 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Recent Advances in Biomechanics by : Redha Taiar

Download or read book Recent Advances in Biomechanics written by Redha Taiar and published by BoD – Books on Demand. This book was released on 2020-09-09 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an understanding of biomechanics through chapters analyzing human behavior in sport from a medical perspective. It offers a comprehensive range of principles, methods, techniques, and tools to provide the reader with clear knowledge of the impact of biomechanic processes. The text considers physical, mechanical, and biomechanical aspects and is illustrated by different key application domains such as sports performance, sports science, ergonomy science, gait and human posture, and musculoskeletal disorders in medicine. The first three chapters provide useful tools for measuring, generating, simulating, and processing in biomechanics with the clinical and experimental applications in medicine. The last section describes the application of biomechanics in sport performance. Engineers, researchers, and students from biomedical engineering and health sciences, as well as industrial professionals, can profit from this compendium of knowledge on biomechanics applied to the human body.

Computer Vision/Computer Graphics Collaboration Techniques

Author : André Gagalowicz
Publisher : Springer
ISBN 13 : 354071457X
Total Pages : 633 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computer Vision/Computer Graphics Collaboration Techniques by : André Gagalowicz

Download or read book Computer Vision/Computer Graphics Collaboration Techniques written by André Gagalowicz and published by Springer. This book was released on 2007-06-06 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Computer Vision/Computer Graphics collaboration techniques involving image analysis/synthesis approaches MIRAGE 2007, held in Rocquencourt, France, in March 2007. The 55 revised full cover foundational, methodological, and application issues.

Machine Learning Approaches to Human Movement Analysis

Author : Matteo Zago
Publisher : Frontiers Media SA
ISBN 13 : 2889665615
Total Pages : 328 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Machine Learning Approaches to Human Movement Analysis by : Matteo Zago

Download or read book Machine Learning Approaches to Human Movement Analysis written by Matteo Zago and published by Frontiers Media SA. This book was released on 2021-03-04 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stereo Scene Flow for 3D Motion Analysis

Author : Andreas Wedel
Publisher : Springer Science & Business Media
ISBN 13 : 0857299654
Total Pages : 133 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Stereo Scene Flow for 3D Motion Analysis by : Andreas Wedel

Download or read book Stereo Scene Flow for 3D Motion Analysis written by Andreas Wedel and published by Springer Science & Business Media. This book was released on 2011-08-17 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents methods for estimating optical flow and scene flow motion with high accuracy, focusing on the practical application of these methods in camera-based driver assistance systems. Clearly and logically structured, the book builds from basic themes to more advanced concepts, culminating in the development of a novel, accurate and robust optic flow method. Features: reviews the major advances in motion estimation and motion analysis, and the latest progress of dense optical flow algorithms; investigates the use of residual images for optical flow; examines methods for deriving motion from stereo image sequences; analyses the error characteristics for motion variables, and derives scene flow metrics for movement likelihood and velocity; introduces a framework for scene flow-based moving object detection and segmentation; includes Appendices on data terms and quadratic optimization, and scene flow implementation using Euler-Lagrange equations, in addition to a helpful Glossary.

The Use of Motion Analysis for Diagnostics

Author : Carlo Ricciardi
Publisher :
ISBN 13 : 9783725815098
Total Pages : 0 pages
Book Rating : 4.8/5 (15 download)

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Book Synopsis The Use of Motion Analysis for Diagnostics by : Carlo Ricciardi

Download or read book The Use of Motion Analysis for Diagnostics written by Carlo Ricciardi and published by . This book was released on 2024-07-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Reprint is dedicated to the recent technological advances that are transforming the field of motion analysis. This collection of articles provides an overview of the various clinical applications of motion analysis, highlighting how this technique is influencing the diagnosis of medical conditions in multiple disciplines, from orthopedics to neurology. The methodologies employed across the studies vary widely, encompassing innovative approaches ranging from dataset creation and algorithm development to systematic literature reviews and validation studies. Overall, the collection provides a comprehensive overview of the current state of motion analysis research, offering insights into emerging trends, technological advancements, and future directions. Each contribution serves as a catalyst for further exploration and innovation in the dynamic field of motion analysis, hoping researchers will continue pushing the boundaries of knowledge and application in pursuit of enhanced healthcare outcomes and patient well-being.

Human Motion Sensing and Recognition

Author : Honghai Liu
Publisher : Springer
ISBN 13 : 3662536927
Total Pages : 287 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Human Motion Sensing and Recognition by : Honghai Liu

Download or read book Human Motion Sensing and Recognition written by Honghai Liu and published by Springer. This book was released on 2017-05-11 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to the latest exciting advances in human motion sensing and recognition, from the theoretical development of fuzzy approaches to their applications. The topics covered include human motion recognition in 2D and 3D, hand motion analysis with contact sensors, and vision-based view-invariant motion recognition, especially from the perspective of Fuzzy Qualitative techniques. With the rapid development of technologies in microelectronics, computers, networks, and robotics over the last decade, increasing attention has been focused on human motion sensing and recognition in many emerging and active disciplines where human motions need to be automatically tracked, analyzed or understood, such as smart surveillance, intelligent human-computer interaction, robot motion learning, and interactive gaming. Current challenges mainly stem from the dynamic environment, data multi-modality, uncertain sensory information, and real-time issues. These techniques are shown to effectively address the above challenges by bridging the gap between symbolic cognitive functions and numerical sensing & control tasks in intelligent systems. The book not only serves as a valuable reference source for researchers and professionals in the fields of computer vision and robotics, but will also benefit practitioners and graduates/postgraduates seeking advanced information on fuzzy techniques and their applications in motion analysis.

Recent Advances in Mechanisms, Transmissions and Applications

Author : Delun Wang
Publisher : Springer Nature
ISBN 13 : 9811501424
Total Pages : 649 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Recent Advances in Mechanisms, Transmissions and Applications by : Delun Wang

Download or read book Recent Advances in Mechanisms, Transmissions and Applications written by Delun Wang and published by Springer Nature. This book was released on 2019-09-06 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering the proceedings of the conference MeTrApp 2019, this book covers topics such as mechanism and machinery design, parallel manipulators, robotics and mechatronics, control applications, mechanical transmissions, cam and gear mechanisms, and dynamics of machinery. MeTrApp 2019 provided researchers, scientists, industry experts, and graduate students from around the globe with a platform to share their cutting-edge work on mechanisms, transmissions, and their applications. The proceedings extend this platform to all researchers, scientists, industry experts, and students interested in these fields.

Recent Advances in Arthroplasty

Author : Samo Fokter
Publisher : BoD – Books on Demand
ISBN 13 : 9533079908
Total Pages : 630 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Recent Advances in Arthroplasty by : Samo Fokter

Download or read book Recent Advances in Arthroplasty written by Samo Fokter and published by BoD – Books on Demand. This book was released on 2012-01-27 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book was to offer an overview of recent insights into the current state of arthroplasty. The tremendous long term success of Sir Charnley's total hip arthroplasty has encouraged many researchers to treat pain, improve function and create solutions for higher quality of life. Indeed and as described in a special chapter of this book, arthroplasty is an emerging field in the joints of upper extremity and spine. However, there are inborn complications in any foreign design brought to the human body. First, in the chapter on infections we endeavor to provide a comprehensive, up-to-date analysis and description of the management of this difficult problem. Second, the immune system is faced with a strange material coming in huge amounts of micro-particles from the tribology code. Therefore, great attention to the problem of aseptic loosening has been addressed in special chapters on loosening and on materials currently available for arthroplasty.

Motion Analysis Third Edition

Author : Gerardus Blokdyk
Publisher : 5starcooks
ISBN 13 : 9780655170686
Total Pages : 124 pages
Book Rating : 4.1/5 (76 download)

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Book Synopsis Motion Analysis Third Edition by : Gerardus Blokdyk

Download or read book Motion Analysis Third Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2018-04-13 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the usability implications of Motion analysis actions? What management system can we use to leverage the Motion analysis experience, ideas, and concerns of the people closest to the work to be done? How does the Motion analysis manager ensure against scope creep? Will team members perform Motion analysis work when assigned and in a timely fashion? What may be the consequences for the performance of an organization if all stakeholders are not consulted regarding Motion analysis? Defining, designing, creating, and implementing a process to solve a challenge or meet an objective is the most valuable role... In EVERY group, company, organization and department. Unless you are talking a one-time, single-use project, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' This Self-Assessment empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Motion analysis investments work better. This Motion analysis All-Inclusive Self-Assessment enables You to be that person. All the tools you need to an in-depth Motion analysis Self-Assessment. Featuring 702 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Motion analysis improvements can be made. In using the questions you will be better able to: - diagnose Motion analysis projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Motion analysis and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Motion analysis Scorecard, you will develop a clear picture of which Motion analysis areas need attention. Your purchase includes access details to the Motion analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.

Recent Advances in Knowledge-based Paradigms and Applications

Author : Jeffrey W. Tweedale
Publisher : Springer Science & Business Media
ISBN 13 : 3319016490
Total Pages : 223 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Recent Advances in Knowledge-based Paradigms and Applications by : Jeffrey W. Tweedale

Download or read book Recent Advances in Knowledge-based Paradigms and Applications written by Jeffrey W. Tweedale and published by Springer Science & Business Media. This book was released on 2013-10-30 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents carefully selected contributions devoted to the modern perspective of AI research and innovation. This collection covers several areas of applications and motivates new research directions. The theme across all chapters combines several domains of AI research, Computational Intelligence and Machine Intelligence including an introduction to the recent research and models. Each of the subsequent chapters reveals leading edge research and innovative solution that employ AI techniques with an applied perspective. The problems include classification of spatial images, early smoke detection in outdoor space from video images, emergent segmentation from image analysis, intensity modification in images, multi-agent modeling and analysis of stress. They all are novel pieces of work and demonstrate how AI research contributes to solutions for difficult real world problems that benefit the research community, industry and society.

Recent Advances in Intelligent Image Search and Video Retrieval

Author : Chengjun Liu
Publisher : Springer
ISBN 13 : 3319520814
Total Pages : 246 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Recent Advances in Intelligent Image Search and Video Retrieval by : Chengjun Liu

Download or read book Recent Advances in Intelligent Image Search and Video Retrieval written by Chengjun Liu and published by Springer. This book was released on 2017-04-18 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses.This book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses.