书目名称 | Human Recognition at a Distance in Video |
编辑 | Bir Bhanu,Ju Han |
视频video | |
概述 | Addresses the fundamental problems associated with gait and face-based human recognition from video data acquired from a distance.Examines methods for human recognition using 3D gait biometrics, and f |
丛书名称 | Advances in Computer Vision and Pattern Recognition |
图书封面 |  |
描述 | .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 Gai |
出版日期 | Book 2010 |
关键词 | Biometrics; Camera Networks; Face Recognition; Gait Recognition; Human Recognition; Monitoring; Security; S |
版次 | 1 |
doi | https://doi.org/10.1007/978-0-85729-124-0 |
isbn_softcover | 978-1-4471-2604-1 |
isbn_ebook | 978-0-85729-124-0Series ISSN 2191-6586 Series E-ISSN 2191-6594 |
issn_series | 2191-6586 |
copyright | Springer-Verlag London Limited 2010 |