Advances in Computer Vision and Pattern Recognition: Human Recognition at a Distance in Video
Language: English
Published by Springer London Ltd, 2011
Series: Book 16 of 86 - Advances in Computer Vision and Pattern Recognition
- Hardcover
- Used
Condition: Used - As new
US$ 68.80
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Leichte Kratzer / Abnutzungen / Druckstellen. Most biometric systems for human recognition require physical contact or close proximity to a cooperative subject. Recognizing individuals at a distance, from arbitrary angles and under real-world conditions, presents a significant challenge. Gait and face data are the most easily captured biometrics from a distance using video cameras. This comprehensive text/reference addresses the fundamental issues related to gait and face-based human recognition using color and infrared video data. It explores both model-free and model-based approaches to gait recognition, including innovative techniques utilizing 3D models and data from multiple cameras. Additionally, it discusses new video-based methods for face profile recognition and super-resolution of facial imagery from various angles. The work also investigates integrated systems that detect and combine gait and face biometrics from video data. Key topics include a framework for human gait analysis based on Gait Energy Image, Bayesian statistical evaluation of model-based gait features, and methods for human recognition using 3D gait biometrics. Furthermore, it covers the integration of face profile and gait biometrics, super-resolution techniques for facial images, and an objective non-reference quality evaluation algorithm for super-resolved images. This authoritative resource is invaluable for researchers, graduate students, and professional engineers in computer vision, patter.…
Seller Inventory # 7683f29c-6644-46f3-ab8d-a0b313761066
- Title
- Advances in Computer Vision and Pattern Recognition: Human Recognition at a Distance in Video
- Author
- Bir Bhanu
- Publisher
- Springer London Ltd
- Publication year
- 2011
- Condition
- As New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0857291238
- ISBN 13
- 9780857291233
- Series
- Book 16 of 86: Advances in Computer Vision and Pattern Recognition
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 ofcomputer vision, pattern recognition and biometrics. The book will also be of great interest to professional engineers of biometric systems.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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 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 of 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 aninvaluable 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.
Dr. Bir Bhanu is Distinguished Professor of Electrical Engineering, and Director of the Center for Research in Intelligent Systems, at the University of California, Riverside, USA.
Dr. Ju Han is a Specialist at the Energy Biosciences Institute, a joint appointment with the Lawrence Berkeley National Laboratory and the University of California, Berkeley, USA.
"About the title" may belong to another edition of this title.
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