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Volumn 48, Issue 4, 2015, Pages 1289-1301

Similar gait action recognition using an inertial sensor

Author keywords

Gait action recognition; Heel strike detection; Inertial sensor; Interclass relationship; Sensor orientation robustness

Indexed keywords

INERTIAL NAVIGATION SYSTEMS; STAIRS;

EID: 84920669699     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2014.10.012     Document Type: Article
Times cited : (91)

References (59)
  • 1
    • 84858995921 scopus 로고    scopus 로고
    • A robust kalman algorithm to facilitate human-computer interaction for people with cerebral palsy, using a new interface based on inertial sensors
    • R. Raya, E. Rocon, J.A. Gallego, R. Ceres, J.L. Pons, A robust kalman algorithm to facilitate human-computer interaction for people with cerebral palsy, using a new interface based on inertial sensors, Sensors 12 (3) (2012) 3049-3067.
    • (2012) Sensors , vol.12 , Issue.3 , pp. 3049-3067
    • Raya, R.1    Rocon, E.2    Gallego, J.A.3    Ceres, R.4    Pons, J.L.5
  • 8
    • 65349117069 scopus 로고    scopus 로고
    • A comparison of feature extraction methods for the classification of dynamic activities from accelerometer data
    • S. Preece, J. Goulermas, L. Kenney, D. Howard, A comparison of feature extraction methods for the classification of dynamic activities from accelerometer data, IEEE Trans. Biomed. Eng. 56 (3) (2009) 871-879.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.3 , pp. 871-879
    • Preece, S.1    Goulermas, J.2    Kenney, L.3    Howard, D.4
  • 11
    • 77953617522 scopus 로고    scopus 로고
    • Comparative study on classifying human activities with miniature inertial and magnetic sensors
    • K. Altun, B. Barshan, O. Tuncel, Comparative study on classifying human activities with miniature inertial and magnetic sensors, Pattern Recognit. 43 (10) (2010) 3605-3620.
    • (2010) Pattern Recognit. , vol.43 , Issue.10 , pp. 3605-3620
    • Altun, K.1    Barshan, B.2    Tuncel, O.3
  • 12
    • 79957629096 scopus 로고    scopus 로고
    • Review of accelerometry for determining daily activity among elderly patients
    • V.H. Cheung, L. Gray,M. Karunanithi, Review of accelerometry for determining daily activity among elderly patients, Arch. Phys. Med. Rehabil. 92 (6) (2011) 998-1014.
    • (2011) Arch. Phys. Med. Rehabil. , vol.92 , Issue.6 , pp. 998-1014
    • Cheung, V.H.1    Gray, L.2    Karunanithi, M.3
  • 14
    • 84255177433 scopus 로고    scopus 로고
    • A review of accelerometer-based physical activity measurement
    • K.J. Kim, S.J. Ahn (Eds.), Proceedings of the International Conference on IT Convergence and Security 2011, Springer Netherlands
    • Y. Meng, H.-C. Kim, A review of accelerometer-based physical activity measurement, in: K.J. Kim, S.J. Ahn (Eds.), Proceedings of the International Conference on IT Convergence and Security 2011, Lecture Notes in Electrical Engineering, vol. 120, Springer Netherlands, 2012, pp. 223-237.
    • (2012) Lecture Notes in Electrical Engineering , vol.120 , pp. 223-237
    • Meng, Y.1    Kim, H.-C.2
  • 18
    • 84897713460 scopus 로고    scopus 로고
    • Orientation-compensative signal registration for owner authentication using an accelerometer
    • T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, Y. Yagi, Orientation-compensative signal registration for owner authentication using an accelerometer, IEICE Trans. Inf. Syst. E97-D (3) (2014) 541-553.
    • (2014) IEICE Trans. Inf. Syst. , vol.E97-D , Issue.3 , pp. 541-553
    • Ngo, T.T.1    Makihara, Y.2    Nagahara, H.3    Mukaigawa, Y.4    Yagi, Y.5
  • 20
    • 35048842427 scopus 로고    scopus 로고
    • Activity recognition from user-annotated acceleration data
    • A. Ferscha, F. Mattern (Eds.), Pervasive Computing, Springer Berlin Heidelberg
    • L. Bao, S. Intille, Activity recognition from user-annotated acceleration data, in: A. Ferscha, F. Mattern (Eds.), Pervasive Computing, Lecture Notes in Computer Science, vol. 3001, Springer Berlin Heidelberg, 2004, pp. 1-17.
    • (2004) Lecture Notes in Computer Science , vol.3001 , pp. 1-17
    • Bao, L.1    Intille, S.2
  • 23
    • 77956366233 scopus 로고    scopus 로고
    • A triaxial accelerometer-based physicalactivity recognition via augmented-signal features and a hierarchical recognizer
    • A. Khan, Y.-K. Lee, S. Lee, T.-S. Kim, A triaxial accelerometer-based physicalactivity recognition via augmented-signal features and a hierarchical recognizer, IEEE Trans. Inf. Technol. Biomed. 14 (5) (2010) 1166-1172.
    • (2010) IEEE Trans. Inf. Technol. Biomed. , vol.14 , Issue.5 , pp. 1166-1172
    • Khan, A.1    Lee, Y.-K.2    Lee, S.3    Kim, T.-S.4
  • 25
    • 80054964826 scopus 로고    scopus 로고
    • Activity recognition using cell phone accelerometers
    • J.R. Kwapisz, G.M. Weiss, S.A. Moore, Activity recognition using cell phone accelerometers, SIGKDD Explor. Newsl. 12 (2) (2011) 74-82.
    • (2011) SIGKDD Explor. Newsl. , vol.12 , Issue.2 , pp. 74-82
    • Kwapisz, J.R.1    Weiss, G.M.2    Moore, S.A.3
  • 29
    • 33744527362 scopus 로고    scopus 로고
    • Classification of gait patterns in the time-frequency domain
    • M. Nyan, F. Tay, K. Seah, Y. Sitoh, Classification of gait patterns in the time-frequency domain, J. Biomech. 39 (14) (2006) 2647-2656.
    • (2006) J. Biomech. , vol.39 , Issue.14 , pp. 2647-2656
    • Nyan, M.1    Tay, F.2    Seah, K.3    Sitoh, Y.4
  • 30
    • 33646787680 scopus 로고    scopus 로고
    • Activity and location recognition using wearable sensors
    • S.-W. Lee, K. Mase, Activity and location recognition using wearable sensors, IEEE Pervasive Comput. 1 (3) (2002) 24-32.
    • (2002) IEEE Pervasive Comput. , vol.1 , Issue.3 , pp. 24-32
    • Lee, S.-W.1    Mase, K.2
  • 33
    • 84879689349 scopus 로고    scopus 로고
    • Unsupervised adaptation for acceleration-based activity recognition: Robustness to sensor displacement and rotation
    • R. Chavarriaga, H. Bayati, J.D. Millán, Unsupervised adaptation for acceleration-based activity recognition: robustness to sensor displacement and rotation, Pers. Ubiquitous Comput. 17 (3) (2013) 479-490.
    • (2013) Pers. Ubiquitous Comput. , vol.17 , Issue.3 , pp. 479-490
    • Chavarriaga, R.1    Bayati, H.2    Millán, J.D.3
  • 34
    • 70450179606 scopus 로고    scopus 로고
    • Unsupervised classifier self-calibration through repeated context occurences: Is there robustness against sensor displacement to gain?
    • K. Forster, D. Roggen, G. Troster, Unsupervised classifier self-calibration through repeated context occurences: is there robustness against sensor displacement to gain?, in: International Symposium on Wearable Computers, 2009. ISWC '09, 2009, pp. 77-84.
    • (2009) International Symposium on Wearable Computers, 2009. ISWC '09 , pp. 77-84
    • Forster, K.1    Roggen, D.2    Troster, G.3
  • 37
    • 84878100430 scopus 로고    scopus 로고
    • Recognizing human activities user-independently on smartphones based on accelerometer data
    • P. Siirtola, J. Röning, Recognizing human activities user-independently on smartphones based on accelerometer data, Int. J. Interact. Multim. Artif. Intell. (2012) 38-45.
    • (2012) Int. J. Interact. Multim. Artif. Intell. , pp. 38-45
    • Siirtola, P.1    Röning, J.2
  • 39
    • 78049302715 scopus 로고    scopus 로고
    • Implementation of HMM-based human activity recognition using single triaxial accelerometer
    • C.W. Han, S.J. Kang, N.S. Kim, Implementation of HMM-based human activity recognition using single triaxial accelerometer, IEICE Trans. Fundam. Electron. Commun. Comput. Sci. E93-A (2010) 1379-1383.
    • (2010) IEICE Trans. Fundam. Electron. Commun. Comput. Sci. , vol.E93-A , pp. 1379-1383
    • Han, C.W.1    Kang, S.J.2    Kim, N.S.3
  • 45
    • 25144471298 scopus 로고    scopus 로고
    • Score normalization in multimodal biometric systems
    • A. Jain, K. Nandakumar, A. Ross, Score normalization in multimodal biometric systems, Pattern Recognit. 38 (12) (2005) 2270-2285.
    • (2005) Pattern Recognit. , vol.38 , Issue.12 , pp. 2270-2285
    • Jain, A.1    Nandakumar, K.2    Ross, A.3
  • 46
    • 0033884857 scopus 로고    scopus 로고
    • Score normalization for textindependent speaker verification systems
    • R. Auckenthaler, M. Carey, H. Lloyd-Thomas, Score normalization for textindependent speaker verification systems, Digit. Signal Process. 10 (2000) 42-54.
    • (2000) Digit. Signal Process. , vol.10 , pp. 42-54
    • Auckenthaler, R.1    Carey, M.2    Lloyd-Thomas, H.3
  • 50
    • 0027770687 scopus 로고
    • Basic gait parameters: Reference data for normal subjects, 10-79 years of age
    • T. Oberg, A. Karsznia, Basic gait parameters: reference data for normal subjects, 10-79 years of age, J. Rehabil. Res. Dev. 30 (1993) 210-223.
    • (1993) J. Rehabil. Res. Dev. , vol.30 , pp. 210-223
    • Oberg, T.1    Karsznia, A.2
  • 53
    • 0032628159 scopus 로고    scopus 로고
    • Linear scale-space has first been proposed in Japan
    • J. Weickert, S. Ishikawa, A. Imiya, Linear scale-space has first been proposed in Japan, J. Math. Imaging Vis. 10 (3) (1999) 237-252.
    • (1999) J. Math. Imaging Vis. , vol.10 , Issue.3 , pp. 237-252
    • Weickert, J.1    Ishikawa, S.2    Imiya, A.3
  • 56
    • 84920643270 scopus 로고    scopus 로고
    • In Japanese
    • ZMP Inc., IMUZ, 〈http://www.zmp.co.jp/products/imu-z〉, In Japanese.
    • IMUZ
  • 57
    • 84885021136 scopus 로고    scopus 로고
    • The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication
    • T.T. Ngo, Y. Makihara, H. Nagahara, Y. Mukaigawa, Y. Yagi, The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication, Pattern Recognit. 47 (1) (2014) 228-237.
    • (2014) Pattern Recognit. , vol.47 , Issue.1 , pp. 228-237
    • Ngo, T.T.1    Makihara, Y.2    Nagahara, H.3    Mukaigawa, Y.4    Yagi, Y.5
  • 59
    • 79955702502 scopus 로고    scopus 로고
    • Libsvm: A library for support vector machines
    • C.-C. Chang, C.-J. Lin, Libsvm: a library for support vector machines, ACM Trans. Intell. Syst. Technol. 2 (3) (2011) 27:1-27:27.
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.