FALL DETECTION IN A SMART ROOM BY USING A FUZZY ONE CLASS SUPPORT VECTOR MACHINE AND IMPERFECT TRAINING DATA

M Yu; SM Naqvi; A Rhuma; J Chambers

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FALL DETECTION IN A SMART ROOM BY USING A FUZZY ONE CLASS SUPPORT VECTOR MACHINE AND IMPERFECT TRAINING DATA

M Yu, SM Naqvi, A Rhuma and J Chambers

2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, pp.1833-1836

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague Congress Ctr, Prague, CZECH REPUBLIC, 22/05/2011 - 27/05/2011)

01/01/2011

Abstract

Science & Technology

Technology

Acoustics

Engineering

Electrical & Electronic

Imaging Science & Photographic Technology

Engineering

voxel person

discrete Fourier transform

fuzzy one class support vector machine

fall detection

imperfect training data

REAL-TIME

SYSTEM

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Title: FALL DETECTION IN A SMART ROOM BY USING A FUZZY ONE CLASS SUPPORT VECTOR MACHINE AND IMPERFECT TRAINING DATA
Creators: M Yu
SM Naqvi
A Rhuma
J Chambers
Contributors: IEEE (Publisher)
Publication Details: 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, pp.1833-1836
Conference: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague Congress Ctr, Prague, CZECH REPUBLIC, 22/05/2011 - 27/05/2011)
Date published: 01/01/2011
Date submitted: 17/05/2017
Identifiers: 99512218202346
Academic Unit: University of Surrey
Resource Type: Conference presentation

FALL DETECTION IN A SMART ROOM BY USING A FUZZY ONE CLASS SUPPORT VECTOR MACHINE AND IMPERFECT TRAINING DATA

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