DocumentCode
2485783
Title
A measurement approach based on micro-doppler maps for human motion analysis and detection
Author
Sona, Alessandro ; Giorgi, Giada ; Ricci, Roberto
Author_Institution
Dept. of Manage. & Eng., Univ. of Padova, Vicenza, Italy
fYear
2012
fDate
13-16 May 2012
Firstpage
354
Lastpage
359
Abstract
Human motion analysis is a task of increasing importance in several modern application fields, such as in medicine, avionics, security, and disaster recovery. It requires the application of sophisticated measurement techniques based on micro-Doppler effect, human walking modeling, cinematic simulation, image processing and measurements. In this paper, a novel and comprehensive measurement approach is proposed for the detection and analysis of human motion. The approach combines theoretical concepts and tools of micro-Doppler theory, image processing, and human modeling, in a original way. The attention is primarily focused on some measurement issues and implications that, if taken into account, can give an important enhancement to micro-Doppler-based future applications. Some simulation results concerning one specific issue of the measurement approach are finally provided and discussed.
Keywords
Doppler effect; gait analysis; image processing; motion measurement; signal processing equipment; cinematic simulation; human motion analysis; human motion detection; human walking modeling; image processing; microDoppler map; Computational modeling; Doppler effect; Humans; Legged locomotion; Spectrogram; Trajectory; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location
Graz
ISSN
1091-5281
Print_ISBN
978-1-4577-1773-4
Type
conf
DOI
10.1109/I2MTC.2012.6229690
Filename
6229690
Link To Document