Gait Based Human Recognition In Video

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Human Recognition at a Distance in Video

Author : Bir Bhanu
Publisher : Springer Science & Business Media
ISBN 13 : 0857291246
Total Pages : 268 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Human Recognition at a Distance in Video by : Bir Bhanu

Download or read book Human Recognition at a Distance in Video written by Bir Bhanu and published by Springer Science & Business Media. This book was released on 2010-11-05 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most biometric systems employed for human recognition require physical contact with, or close proximity to, a cooperative subject. Far more challenging is the ability to reliably recognize individuals at a distance, when viewed from an arbitrary angle under real-world environmental conditions. Gait and face data are the two biometrics that can be most easily captured from a distance using a video camera. This comprehensive and logically organized text/reference addresses the fundamental problems associated with gait and face-based human recognition, from color and infrared video data that are acquired from a distance. It examines both model-free and model-based approaches to gait-based human recognition, including newly developed techniques where the both the model and the data (obtained from multiple cameras) are in 3D. In addition, the work considers new video-based techniques for face profile recognition, and for the super-resolution of facial imagery obtained at different angles. Finally, the book investigates integrated systems that detect and fuse both gait and face biometrics from video data. Topics and features: discusses a framework for human gait analysis based on Gait Energy Image, a spatio-temporal gait representation; evaluates the discriminating power of model-based gait features using Bayesian statistical analysis; examines methods for human recognition using 3D gait biometrics, and for moving-human detection using both color and thermal image sequences; describes approaches for the integration face profile and gait biometrics, and for super-resolution of frontal and side-view face images; introduces an objective non-reference quality evaluation algorithm for super-resolved images; presents performance comparisons between different biometrics and different fusion methods for integrating gait and super-resolved face from video. This unique and authoritative text is an invaluable resource for researchers and graduate students of computer vision, pattern recognition and biometrics. The book will also be of great interest to professional engineers of biometric systems.

Gait-based Human Recognition in Video

Author : Ju Han
Publisher :
ISBN 13 :
Total Pages : 372 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Gait-based Human Recognition in Video by : Ju Han

Download or read book Gait-based Human Recognition in Video written by Ju Han and published by . This book was released on 2005 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recognition of Humans and Their Activities Using Video

Author : Rama Chellappa
Publisher : Morgan & Claypool Publishers
ISBN 13 : 159829007X
Total Pages : 179 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Recognition of Humans and Their Activities Using Video by : Rama Chellappa

Download or read book Recognition of Humans and Their Activities Using Video written by Rama Chellappa and published by Morgan & Claypool Publishers. This book was released on 2006-01-01 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recognition of humans and their activities from video sequences is currently a very active area of research because of its applications in video surveillance, design of realistic entertainment systems, multimedia communications, and medical diagnosis. In this lecture, we discuss the use of face and gait signatures for human identification and recognition of human activities from video sequences. We survey existing work and describe some of the more well-known methods in these areas. We also describe our own research and outline future possibilities. In the area of face recognition, we start with the traditional methods for image-based analysis and then describe some of the more recent developments related to the use of video sequences, 3D models, and techniques for representing variations of illumination. We note that the main challenge facing researchers in this area is the development of recognition strategies that are robust to changes due to pose, illumination, disguise, and aging. Gait recognition is a more recent area of research in video understanding, although it has been studied for a long time in psychophysics and kinesiology. The goal for video scientists working in this area is to automatically extract the parameters for representation of human gait. We describe some of the techniques that have been developed for this purpose, most of which are appearance based. We also highlight the challenges involved in dealing with changes in viewpoint and propose methods based on image synthesis, visual hull, and 3D models. In the domain of human activity recognition, we present an extensive survey of various methods that have been developed in different disciplines like artificial intelligence, image processing, pattern recognition, and computer vision. We then outline our method for modeling complex activities using 2D and 3D deformable shape theory. The wide application of automatic human identification and activity recognition methods will require the fusion of different modalities like face and gait, dealing with the problems of pose and illumination variations, and accurate computation of 3D models. The last chapter of this lecture deals with these areas of future research.

Recognition Of Humans And Their Activities Using Video

Author : Rama Chellappa
Publisher :
ISBN 13 : 9781598293555
Total Pages : pages
Book Rating : 4.2/5 (935 download)

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Book Synopsis Recognition Of Humans And Their Activities Using Video by : Rama Chellappa

Download or read book Recognition Of Humans And Their Activities Using Video written by Rama Chellappa and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Human Identification Based on Gait

Author : Mark S. Nixon
Publisher : Springer Science & Business Media
ISBN 13 : 0387294880
Total Pages : 191 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Human Identification Based on Gait by : Mark S. Nixon

Download or read book Human Identification Based on Gait written by Mark S. Nixon and published by Springer Science & Business Media. This book was released on 2010-05-26 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Identification Based on Gait is the first book to address gait as a biometric. Biometrics is now in a unique position where it affects most people's lives. This is especially true of "gait", which is one of the most recent biometrics. Recognizing people by the way they walk and run implies analyzing movement which, in turn, implies analyzing sequences of images, thus requiring memory and computational performance that became available only recently. Human Identification Based on Gait introduces developments from distinguished researchers within this relatively new area of biometrics. This book clearly establishes how human gait is biometric. Human Identification Based on Gait is structured to meet the needs of professionals in industry, as well as advanced-level students in computer science.

Applications and Science in Soft Computing

Author : Ahmad Lotfi
Publisher : Springer Science & Business Media
ISBN 13 : 3540452400
Total Pages : 351 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Applications and Science in Soft Computing by : Ahmad Lotfi

Download or read book Applications and Science in Soft Computing written by Ahmad Lotfi and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft computing techniques have reached a significant level of recognition and - ceptance from both the academic and industrial communities. The papers collected in this volume illustrate the depth of the current theoretical research trends and the breadth of the application areas in which soft computing methods are making c- tributions. This volume consists of forty six selected papers presented at the Fourth Inter- tional Conference on Recent Advances in Soft Computing, which was held in N- th th tingham, United Kingdom on 12 and 13 December 2002 at Nottingham Trent University. This volume is organized in five parts. The first four parts address mainly the f- damental and theoretical advances in soft computing, namely Artificial Neural Networks, Evolutionary Computing, Fuzzy Systems and Hybrid Systems. The fifth part of this volume presents papers that deal with practical issues and ind- trial applications of soft computing techniques. We would like to express our sincere gratitude to all the authors who submitted contributions for inclusion. We are also indebted to Janusz Kacprzyk for his - vices related to this volume. We hope you find the volume an interesting refl- tion of current theoretical and application based soft computing research.

Audio-and Video-Based Biometric Person Authentication

Author : Josef Kittler
Publisher : Springer Science & Business Media
ISBN 13 : 3540403027
Total Pages : 998 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Audio-and Video-Based Biometric Person Authentication by : Josef Kittler

Download or read book Audio-and Video-Based Biometric Person Authentication written by Josef Kittler and published by Springer Science & Business Media. This book was released on 2003-06-02 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: The refereed proceedings of the 4th International Conference on Audio-and Video-Based Biometric Person Authentication, AVBPA 2003, held in Guildford, UK, in June 2003. The 39 revised full plenary papers and 72 revised full poster papers were carefully reviewed and selected for presentation. There are topical sections on face; speech; fingerprint; image, video processing, and tracking; general issues; handwriting, signature, and palm; gait; and fusion.

Gait as a Biometric for Person Identification in Video Sequences

Author : Chiraz BenAbdelkader
Publisher :
ISBN 13 :
Total Pages : 49 pages
Book Rating : 4.:/5 (515 download)

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Book Synopsis Gait as a Biometric for Person Identification in Video Sequences by : Chiraz BenAbdelkader

Download or read book Gait as a Biometric for Person Identification in Video Sequences written by Chiraz BenAbdelkader and published by . This book was released on 2001 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term gait recognition is typically used to signify the identification of individuals in image sequences 'by the way they walk'. There is an increased interest in gait as a biometric, ainly due to its non-intrusive as well as non-concealable nature. Considerable research efforts are being devoted in the computer vision community to characterize and extract gait dynamics automatically from video. The objective is to use gait as a filter (or indicator) to effectively enhance the overall recognition performance of a system that uses multiple modalities. In this proposal, we describe two different gait recognition methods; a non-parametric method that uses the self-similarity plot of a walking sequence as the input feature for classification; and a parametric method that estimates the spatiotemporal parameters of gait (the cadence and stride length) and exploits their linear relationship as a cue for identification. Finally, because carried loads are gait-altering, we also present a motion-based method to detect whether a walking person carries an object (load).

Algorithms for Gait-based Human Identification from a Monocular Video Sequence

Author : Amit Kale
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (175 download)

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Book Synopsis Algorithms for Gait-based Human Identification from a Monocular Video Sequence by : Amit Kale

Download or read book Algorithms for Gait-based Human Identification from a Monocular Video Sequence written by Amit Kale and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-modal Biometrics Fusion for Human Recognition in Video

Author : Xiaoli Zhou
Publisher :
ISBN 13 :
Total Pages : 390 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Multi-modal Biometrics Fusion for Human Recognition in Video by : Xiaoli Zhou

Download or read book Multi-modal Biometrics Fusion for Human Recognition in Video written by Xiaoli Zhou and published by . This book was released on 2007 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Machine Learning and Computational Intelligence

Author : Srikanta Patnaik
Publisher : Springer Nature
ISBN 13 : 9811552436
Total Pages : 853 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Machine Learning and Computational Intelligence by : Srikanta Patnaik

Download or read book Advances in Machine Learning and Computational Intelligence written by Srikanta Patnaik and published by Springer Nature. This book was released on 2020-07-25 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the topics covered include: prediction; data mining; information retrieval; game playing; robotics; learning methods; pattern visualization; automated knowledge acquisition; fuzzy, stochastic and probabilistic computing; neural computing; big data; social networks and applications of soft computing in various areas.

Computer Vision

Author :
Publisher : Springer
ISBN 13 : 9780387307718
Total Pages : 0 pages
Book Rating : 4.3/5 (77 download)

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Book Synopsis Computer Vision by :

Download or read book Computer Vision written by and published by Springer. This book was released on 2014-04-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive reference provides easy access to relevant information on all aspects of Computer Vision. An A-Z format of over 240 entries offers a diverse range of topics for those seeking entry into any aspect within the broad field of Computer Vision. Over 200 Authors from both industry and academia contributed to this volume. Each entry includes synonyms, a definition and discussion of the topic, and a robust bibliography. Extensive cross-references to other entries support efficient, user-friendly searches for immediate access to relevant information. Entries were peer-reviewed by a distinguished international advisory board, both scientifically and geographically diverse, ensuring balanced coverage. Over 3700 bibliographic references for further reading enable deeper exploration into any of the topics covered. The content of Computer Vision: A Reference Guide is expository and tutorial, making the book a practical resource for students who are considering entering the field, as well as professionals in other fields who need to access this vital information but may not have the time to work their way through an entire text on their topic of interest.

Recognition of Humans and Their Activities Using Video

Author : Rama Chellappa
Publisher : Springer Nature
ISBN 13 : 303102236X
Total Pages : 171 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Recognition of Humans and Their Activities Using Video by : Rama Chellappa

Download or read book Recognition of Humans and Their Activities Using Video written by Rama Chellappa and published by Springer Nature. This book was released on 2022-05-31 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recognition of humans and their activities from video sequences is currently a very active area of research because of its applications in video surveillance, design of realistic entertainment systems, multimedia communications, and medical diagnosis. In this lecture, we discuss the use of face and gait signatures for human identification and recognition of human activities from video sequences. We survey existing work and describe some of the more well-known methods in these areas. We also describe our own research and outline future possibilities. In the area of face recognition, we start with the traditional methods for image-based analysis and then describe some of the more recent developments related to the use of video sequences, 3D models, and techniques for representing variations of illumination. We note that the main challenge facing researchers in this area is the development of recognition strategies that are robust to changes due to pose, illumination, disguise, and aging. Gait recognition is a more recent area of research in video understanding, although it has been studied for a long time in psychophysics and kinesiology. The goal for video scientists working in this area is to automatically extract the parameters for representation of human gait. We describe some of the techniques that have been developed for this purpose, most of which are appearance based. We also highlight the challenges involved in dealing with changes in viewpoint and propose methods based on image synthesis, visual hull, and 3D models. In the domain of human activity recognition, we present an extensive survey of various methods that have been developed in different disciplines like artificial intelligence, image processing, pattern recognition, and computer vision. We then outline our method for modeling complex activities using 2D and 3D deformable shape theory. The wide application of automatic human identification and activity recognition methods will require the fusion of different modalities like face and gait, dealing with the problems of pose and illumination variations, and accurate computation of 3D models. The last chapter of this lecture deals with these areas of future research.

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.

Human Activity Analysis in Visual Surveillance and Healthcare

Author : Muhammad Hassan Khan
Publisher : Logos Verlag Berlin GmbH
ISBN 13 : 3832548076
Total Pages : 156 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Human Activity Analysis in Visual Surveillance and Healthcare by : Muhammad Hassan Khan

Download or read book Human Activity Analysis in Visual Surveillance and Healthcare written by Muhammad Hassan Khan and published by Logos Verlag Berlin GmbH. This book was released on 2018-11-30 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: An automatic recognition of human activities enables their use in several interesting applications of daily life. This dissertation emphases on the analysis of human activities in a visual surveillance scenario and the classification of physical activities in the therapeutic procedure using visual data. The first part of the dissertation proposes a robust gait representation to recognise the identity of a person using his/her walking style, dealing with its several real world challenges as well as taking into consideration the effects of cross-view recognition. In the second part, a complete framework is proposed to capture and analyse the movement of different body parts in human which is useful in the clinical assessment to detect any movement disorders and the assessment of the desired therapeutic program.

Advanced Signal Processing

Author : Stergios Stergiopoulos
Publisher : CRC Press
ISBN 13 : 1420062417
Total Pages : 750 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Advanced Signal Processing by : Stergios Stergiopoulos

Download or read book Advanced Signal Processing written by Stergios Stergiopoulos and published by CRC Press. This book was released on 2017-09-29 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the Applicability, Benefits, and Potential of New Technologies As advances in algorithms and computer technology have bolstered the digital signal processing capabilities of real-time sonar, radar, and non-invasive medical diagnostics systems, cutting-edge military and defense research has established conceptual similarities in these areas. Now civilian enterprises can use government innovations to facilitate optimal functionality of complex real-time systems. Advanced Signal Processing details a cost-efficient generic processing structure that exploits these commonalities to benefit commercial applications. Learn from a Renowned Defense Scientist, Researcher, and Innovator The author preserves the mathematical focus and key information from the first edition that provided invaluable coverage of topics including adaptive systems, advanced beamformers, and volume visualization methods in medicine. Integrating the best features of non-linear and conventional algorithms and explaining their application in PC-based architectures, this text contains new data on: Advances in biometrics, image segmentation, registration, and fusion techniques for 3D/4D ultrasound, CT, and MRI Fully digital 3D/ (4D: 3D+time) ultrasound system technology, computing architecture requirements, and relevant implementation issues State-of-the-art non-invasive medical procedures, non-destructive 3D tomography imaging and biometrics, and monitoring of vital signs Cardiac motion correction in multi-slice X-ray CT imaging Space-time adaptive processing and detection of targets interference-intense backgrounds comprised of clutter and jamming With its detailed explanation of adaptive, synthetic-aperture, and fusion-processing schemes with near-instantaneous convergence in 2-D and 3-D sensors (including planar, circular, cylindrical, and spherical arrays), the quality and illustration of this text’s concepts and techniques will make it a favored reference.

Handbook of Biometrics

Author : Anil K. Jain
Publisher : Springer Science & Business Media
ISBN 13 : 0387710418
Total Pages : 551 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Handbook of Biometrics by : Anil K. Jain

Download or read book Handbook of Biometrics written by Anil K. Jain and published by Springer Science & Business Media. This book was released on 2007-10-23 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biometrics is a rapidly evolving field with applications ranging from accessing one’s computer to gaining entry into a country. The deployment of large-scale biometric systems in both commercial and government applications has increased public awareness of this technology. Recent years have seen significant growth in biometric research resulting in the development of innovative sensors, new algorithms, enhanced test methodologies and novel applications. This book addresses this void by inviting some of the prominent researchers in Biometrics to contribute chapters describing the fundamentals as well as the latest innovations in their respective areas of expertise.