Human Motion Sensing And Recognition

Author : Honghai Liu,Zhaojie Ju,Xiaofei Ji,Chee Seng Chan,Mehdi Khoury
Publisher : Springer
Page : 281 pages
File Size : 40,5 Mb
Release : 2017-05-11
Category : Technology & Engineering
ISBN : 9783662536926

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Human Motion Sensing and Recognition by Honghai Liu,Zhaojie Ju,Xiaofei Ji,Chee Seng Chan,Mehdi Khoury Pdf

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.

Author : Carlos Travieso-Gonzalez
Publisher : BoD – Books on Demand
Page : 175 pages
File Size : 54,6 Mb
Release : 2017-07-12
Category : Computers
ISBN : 9789535133773

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Motion Tracking and Gesture Recognition by Carlos Travieso-Gonzalez Pdf

Nowadays, the technological advances allow developing many applications on different fields. In this book Motion Tracking and Gesture Recognition, two important fields are shown. Motion tracking is observed by a hand-tracking system for surgical training, an approach based on detection of dangerous situation by the prediction of moving objects, an approach based on human motion detection results and preliminary environmental information to build a long-term context model to describe and predict human activities, and a review about multispeaker tracking on different modalities. On the other hand, gesture recognition is shown by a gait recognition approach using Kinect sensor, a study of different methodologies for studying gesture recognition on depth images, and a review about human action recognition and the details about a particular technique based on a sensor of visible range and with depth information.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 48,9 Mb
Release : 19??
Category : Electronic
ISBN : 9535133780

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Motion Tracking and Gesture Recognition by Anonim Pdf

Author : David Forsyth
Publisher : Now Publishers Inc
Page : 188 pages
File Size : 44,5 Mb
Release : 2006
Category : Automatic tracking
ISBN : 9781933019307

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Computational Studies of Human Motion by David Forsyth Pdf

Computational Studies of Human Motion: Part 1, Tracking and Motion Synthesis reviews methods for kinematic tracking of the human body in video. The review confines itself to the earlier stages of motion, focusing on tracking and motion synthesis. There is an extensive discussion of open issues. The authors identify some puzzling phenomena associated with the choice of human motion representation --- joint angles vs. joint positions. The review concludes with a quick guide to resources and an extensive bibliography of over 400 references. Computational Studies of Human Motion: Part 1, Tracking and Motion Synthesis is an invaluable reference for those engaged in computational geometry, computer graphics, image processing, imaging in general, and robotic.

Author : Ahmed Elgammal,Bodo Rosenhahn,Reinhard Klette
Publisher : Springer
Page : 332 pages
File Size : 42,6 Mb
Release : 2007-11-15
Category : Computers
ISBN : 9783540757030

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Human Motion - Understanding, Modeling, Capture and Animation by Ahmed Elgammal,Bodo Rosenhahn,Reinhard Klette Pdf

This book constitutes the refereed proceedings of the Second Workshop on Human Motion, HumanMotion 2007, held in Rio de Janeiro, Brazil October 2007 in conjunction with ICCV 2007. The 22 revised full papers presented were carefully reviewed and selected from 38 submissions. The papers are organized in topical sections on motion capture and pose estimation, body and limb tracking and segmentation and activity recognition.

Author : Tomasz Krzeszowski,Adam Świtoński,Michal Kepski
Publisher : Mdpi AG
Page : 0 pages
File Size : 50,9 Mb
Release : 2022-09-05
Category : Technology & Engineering
ISBN : 3036550739

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Intelligent Sensors for Human Motion Analysis by Tomasz Krzeszowski,Adam Świtoński,Michal Kepski Pdf

The book, "Intelligent Sensors for Human Motion Analysis," contains 17 articles published in the Special Issue of the Sensors journal. These articles deal with many aspects related to the analysis of human movement. New techniques and methods for pose estimation, gait recognition, and fall detection have been proposed and verified. Some of them will trigger further research, and some may become the backbone of commercial systems.

Author : Wang, Liang,Cheng, Li,Zhao, Guoying
Publisher : IGI Global
Page : 318 pages
File Size : 42,7 Mb
Release : 2009-12-31
Category : Computers
ISBN : 9781605669014

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Machine Learning for Human Motion Analysis: Theory and Practice by Wang, Liang,Cheng, Li,Zhao, Guoying Pdf

"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.

Author : Hazem Wannous,Pietro Pala,Mohamed Daoudi,Francisco Flórez-Revuelta
Publisher : Springer
Page : 129 pages
File Size : 53,6 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.

Author : Mubarak Shah,Ramesh Jain
Publisher : Springer Science & Business Media
Page : 396 pages
File Size : 54,9 Mb
Release : 1997-07-31
Category : Computers
ISBN : 0792346181

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Motion-Based Recognition by Mubarak Shah,Ramesh Jain Pdf

Motion-based recognition deals with the recognition of an object and/or its motion, based on motion in a series of images. In this approach, a sequence containing a large number of frames is used to extract motion information. The advantage is that a longer sequence leads to recognition of higher level motions, like walking or running, which consist of a complex and coordinated series of events. Unlike much previous research in motion, this approach does not require explicit reconstruction of shape from the images prior to recognition. This book provides the state-of-the-art in this rapidly developing discipline. It consists of a collection of invited chapters by leading researchers in the world covering various aspects of motion-based recognition including lipreading, gesture recognition, facial expression recognition, gait analysis, cyclic motion detection, and activity recognition. Audience: This volume will be of interest to researchers and post- graduate students whose work involves computer vision, robotics and image processing.

Author : Domingo Mery,Luis Rueda
Publisher : Springer
Page : 961 pages
File Size : 46,7 Mb
Release : 2007-12-07
Category : Computers
ISBN : 9783540771296

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Advances in Image and Video Technology by Domingo Mery,Luis Rueda Pdf

This book constitutes the refereed proceedings of the Second Pacific Rim Symposium on Image and Video Technology, PSIVT 2007, held in Santiago, Chile, in December 2007. The 75 revised full papers presented together with four keynote lectures were carefully reviewed and selected from 155 submissions. The symposium features ongoing research including all aspects of video and multimedia, both technical and artistic perspectives and both theoretical and practical issues.

Author : Mubarak Shah,Ramesh Jain
Publisher : Springer Science & Business Media
Page : 378 pages
File Size : 41,7 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9789401589352

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Motion-Based Recognition by Mubarak Shah,Ramesh Jain Pdf

Motion-based recognition deals with the recognition of an object and/or its motion, based on motion in a series of images. In this approach, a sequence containing a large number of frames is used to extract motion information. The advantage is that a longer sequence leads to recognition of higher level motions, like walking or running, which consist of a complex and coordinated series of events. Unlike much previous research in motion, this approach does not require explicit reconstruction of shape from the images prior to recognition. This book provides the state-of-the-art in this rapidly developing discipline. It consists of a collection of invited chapters by leading researchers in the world covering various aspects of motion-based recognition including lipreading, gesture recognition, facial expression recognition, gait analysis, cyclic motion detection, and activity recognition. Audience: This volume will be of interest to researchers and post- graduate students whose work involves computer vision, robotics and image processing.

Author : Pubudu N. Pathirana,Saiyi Li,Yee Siong Lee,Trieu Pham
Publisher : John Wiley & Sons
Page : 244 pages
File Size : 55,6 Mb
Release : 2021-05-10
Category : Technology & Engineering
ISBN : 9781119515074

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Human Motion Capture and Identification for Assistive Systems Design in Rehabilitation by Pubudu N. Pathirana,Saiyi Li,Yee Siong Lee,Trieu Pham Pdf

HUMAN MOTION CAPTURE AND IDENTIFICATION FOR ASSISTIVE SYSTEMS DESIGN IN REHABILITATION A guide to the core ideas of human motion capture in a rapidly changing technological landscape Human Motion Capture and Identification for Assistive Systems Design in Rehabilitation aims to fill a gap in the literature by providing a link between sensing, data analytics, and signal processing through the characterisation of movements of clinical significance. As noted experts on the topic, the authors apply an application-focused approach in offering an essential guide that explores various affordable and readily available technologies for sensing human motion. The book attempts to offer a fundamental approach to the capture of human bio-kinematic motions for the purpose of uncovering diagnostic and severity assessment parameters of movement disorders. This is achieved through an analysis of the physiological reasoning behind such motions. Comprehensive in scope, the text also covers sensors and data capture and details their translation to different features of movement with clinical significance, thereby linking them in a seamless and cohesive form and introducing a new form of assistive device design literature. This important book: Offers a fundamental approach to bio-kinematic motions and the physiological reasoning behind such motions Includes information on sensors and data capture and explores their clinical significance Links sensors and data capture to parameters of interest to therapists and clinicians Addresses the need for a comprehensive coverage of human motion capture and identification for the purpose of diagnosis and severity assessment of movement disorders Written for academics, technologists, therapists, and clinicians focusing on human motion, Human Motion Capture and Identification for Assistive Systems Design in Rehabilitation provides a holistic view for assistive device design, optimizing various parameters of interest to relevant audiences.

Author : Bodo Rosenhahn,Reinhard Klette,Dimitris Metaxas
Publisher : Springer Science & Business Media
Page : 628 pages
File Size : 44,8 Mb
Release : 2008
Category : Computers
ISBN : 9781402066924

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Human Motion by Bodo Rosenhahn,Reinhard Klette,Dimitris Metaxas Pdf

This is the first book which informs about recent progress in biomechanics, computer vision and computer graphics – all in one volume. Researchers from these areas have contributed to this book to promote the establishment of human motion research as a multi-facetted discipline and to improve the exchange of ideas and concepts between these three areas. The book combines carefully written reviews with detailed reports on recent progress in research.

Author : Yahya Rahmat-Samii,Erdem Topsakal
Publisher : John Wiley & Sons
Page : 624 pages
File Size : 54,8 Mb
Release : 2021-03-16
Category : Technology & Engineering
ISBN : 9781119683308

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Antenna and Sensor Technologies in Modern Medical Applications by Yahya Rahmat-Samii,Erdem Topsakal Pdf

A guide to the theory and recent development in the medical use of antenna technology Antenna and Sensor Technologies in Modern Medical Applications offers a comprehensive review of the theoretical background, design, and the latest developments in the application of antenna technology. Written by two experts in the field, the book presents the most recent research in the burgeoning field of wireless medical telemetry and sensing that covers both wearable and implantable antenna and sensor technologies. The authors review the integrated devices that include various types of sensors wired within a wearable garment that can be paired with external devices. The text covers important developments in sensor-integrated clothing that are synonymous with athletic apparel with built-in electronics. Information on implantable devices is also covered. The book explores technologies that utilize both inductive coupling and far field propagation. These include minimally invasive microwave ablation antennas, wireless targeted drug delivery, and much more. This important book: Covers recent developments in wireless medical telemetry Reviews the theory and design of in vitro/in vivo testing Explores emerging technologies in 2D and 3D printing of antenna/sensor fabrication Includes a chapter with an annotated list of the most comprehensive and important references in the field Written for students of engineering and antenna and sensor engineers, Antenna and Sensor Technologies in Modern Medical Applications is an essential guide to understanding human body interaction with antennas and sensors.

Author : Md. Atiqur Rahman Ahad
Publisher : Springer Science & Business Media
Page : 132 pages
File Size : 48,8 Mb
Release : 2012-12-28
Category : Computers
ISBN : 9781447147305

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Motion History Images for Action Recognition and Understanding by Md. Atiqur Rahman Ahad Pdf

Human action analysis and recognition is a relatively mature field, yet one which is often not well understood by students and researchers. The large number of possible variations in human motion and appearance, camera viewpoint, and environment, present considerable challenges. Some important and common problems remain unsolved by the computer vision community. However, many valuable approaches have been proposed over the past decade, including the motion history image (MHI) method. This method has received significant attention, as it offers greater robustness and performance than other techniques. This work presents a comprehensive review of these state-of-the-art approaches and their applications, with a particular focus on the MHI method and its variants.