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Volumn , Issue , 2007, Pages 187-190

Time-frequency based features for classification of walking patterns

Author keywords

Accelerotnetry; Ambulatory monitoring; Gait patterns; Gaussian mixture models

Indexed keywords

BAYESIAN ADAPTATION; CHALLENGING PROBLEM; CLASSIFICATION ACCURACIES; DIGITAL SIGNALS; ENERGY VARIATIONS; GAIT PATTERNS; GAUSSIAN MIXTURE MODEL (GMM); HIGH-FREQUENCY (HF); INTERNATIONAL CONFERENCES; NEW APPROACHES; TIME FREQUENCIES; TRI-AXIAL ACCELEROMETERS; WALKING PATTERNS;

EID: 47649084592     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDSP.2007.4288550     Document Type: Conference Paper
Times cited : (28)

References (12)
  • 1
    • 47649101963 scopus 로고    scopus 로고
    • Health and ageing fact book 2006 http://www.health.gov.au/internet/wcms/ publishing.nsf/Content/Factbook2006-1~factbook2006-ch4-introduction
    • (2006) Health and ageing fact book
  • 2
    • 30744445200 scopus 로고    scopus 로고
    • Monitoring and interpreting human movement patterns using a triaxial accelerometer,
    • Ph.D. dissertation, Faculty of Engineering, University of New South Wales
    • M. Mathie, "Monitoring and interpreting human movement patterns using a triaxial accelerometer," Ph.D. dissertation, Faculty of Engineering, University of New South Wales, 2003.
    • (2003)
    • Mathie, M.1
  • 3
    • 0036763438 scopus 로고    scopus 로고
    • M. Sekine, et al, Discrimination of walking patterns using wavelet-based fractal analysis, IEEE Trans. Rehabilitation Engineering, 10 Neural Systems and Rehabilitation Engineering - 3, pp. 188-196, 2002.
    • M. Sekine, et al, "Discrimination of walking patterns using wavelet-based fractal analysis," IEEE Trans. Rehabilitation Engineering, vol. 10 Neural Systems and Rehabilitation Engineering - 3, pp. 188-196, 2002.
  • 4
    • 33846910279 scopus 로고    scopus 로고
    • A framework for linking gait characteristics of patients with accelerations of the waist
    • th Annual Conference EMBS, pp. 7695-7698, 2005.
    • (2005) th Annual Conference EMBS , pp. 7695-7698
    • Wark, T.1
  • 5
    • 47649102266 scopus 로고    scopus 로고
    • Kohle and Merkl, Things we observed when watching people walk: Classification of gait patterns with self-organizing maps, Proc. of 7th Australian Conference on Neural Networks, 1996
    • Kohle and Merkl, "Things we observed when watching people walk: Classification of gait patterns with self-organizing maps," Proc. of 7th Australian Conference on Neural Networks, 1996
  • 6
    • 33749246056 scopus 로고    scopus 로고
    • Eigenwalks : Walk detection and biometrics from symmetry patterns
    • L. Havasi, et al, "Eigenwalks : Walk detection and biometrics from symmetry patterns," IEEE International Conference on Image Processing, vol. 3, pp. 289-292, 2005.
    • (2005) IEEE International Conference on Image Processing , vol.3 , pp. 289-292
    • Havasi, L.1
  • 7
    • 0029327052 scopus 로고
    • Estimation of speed and incline of walking using neural network
    • K. Arminian, et al. "Estimation of speed and incline of walking using neural network," IEEE-Transaction on Instrumentation and Measurement, vol. 44, pp. 743-746, 1995.
    • (1995) IEEE-Transaction on Instrumentation and Measurement , vol.44 , pp. 743-746
    • Arminian, K.1
  • 9
    • 0034070076 scopus 로고    scopus 로고
    • Improvement of walking speed prediction by accelerometry and altimetry, validated by satellite positioning
    • O. Perrin, et al. " Improvement of walking speed prediction by accelerometry and altimetry, validated by satellite positioning," Medical & biological engineering & computing, vol. 38, no 2, pp. 164-168, 2000.
    • (2000) Medical & biological engineering & computing , vol.38 , Issue.2 , pp. 164-168
    • Perrin, O.1
  • 11
    • 33748420535 scopus 로고    scopus 로고
    • Classification of a known sequence of motions and postures from accelerometry data using adapted Gaussian Mixture Models
    • F. R. Allen, "Classification of a known sequence of motions and postures from accelerometry data using adapted Gaussian Mixture Models," J. Physiological Measurement, vol. 27, pp. 935-951, 2006.
    • (2006) J. Physiological Measurement , vol.27 , pp. 935-951
    • Allen, F.R.1
  • 12
    • 0033884858 scopus 로고    scopus 로고
    • Speaker verification using adapted gaussian mixture models
    • D. A. Reynolds, T. F. Quatieri, et al. "Speaker verification using adapted gaussian mixture models," Digital Signal Processing 10: 19-41, 2000
    • (2000) Digital Signal Processing , vol.10 , pp. 19-41
    • Reynolds, D.A.1    Quatieri, T.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.