Human Identification Based on Gait

ISBN-13: 9780387244242 / Angielski / Twarda / 2005 / 188 str.

Mark S. Nixon; Rama Chellappa; Tieniu Tan

Opis

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.

Recenzje

From the reviews:

"Human Identification Based on Gait is authored by three famous professors from three prestigious universities that are located on three different continents. ... They have also worked on many vision problems related to motion processing and analysis ... . the authors have done a great job in making this book a standard reference on automatic gait recognition. ... a lot of opportunity for further research and development exists in the area of automatic gait recognition. This should excite and motivate interested students and researchers." (IAPR Newsletter, November, 2005)

"An in-depth analysis of the state of the art in gait-based human identification is provided in this book. ... The book cover clearly identifies the volume as one aimed at a professional audience ... . A person interested in human-movement modeling and authentication would benefit from reading the first step in understanding both the capabilities and limitations of the field." (Stefan Robila, Computing Reviews, November, 2006)

Spis treści

Subjects Allied to Gait.- Gait Databases.- Early Recognition Approaches.- Silhouette-Based Approaches.- Model-Based Approaches.- Further Gait Developments.- Future Challenges.

Blurb

Biometrics now affect many people's lives, and is the focus of much academic research and commercial development.  Gait is one of the most recent biometrics, with its own unique advantages. Gait recognizes people by the way they walk and run, analyzes movement,which in turn implies analyzing sequences of images.

This professional book introduces developments from the laboratories of very distinguished researchers within this relatively new area of biometrics and clearly establishes human gait as a biometric. Human Identification Based on Gait provides a snapshot of all the biometric work in human identification by gait (all major centers for research are indicated in this book). To complete the picture, studies are included from medicine, psychology and other areas wherein we find not only justification for the use of gait as a biometric, but also pointers to techniques and to analysis.

Human Identification Based on Gait is designed for a professional audience, composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science.