-
1
-
-
26444487656
-
Identifying people from gait pattern with accelerometers
-
H. J. Ailisto, M. Lindholm, J. Mantyjarvi, E. Vildjiounaite, and S. M. Makela. Identifying people from gait pattern with accelerometers. In SPIE, volume 5779, page 7, 2005.
-
(2005)
SPIE
, vol.5779
, pp. 7
-
-
Ailisto, H.J.1
Lindholm, M.2
Mantyjarvi, J.3
Vildjiounaite, E.4
Makela, S.M.5
-
2
-
-
34047145557
-
An adapted gaussian mixture model approach to accelerometry-based movement classification using time-domain features
-
F. Allen, E. Ambikairajah, N. Lovell, and B. Celler. An adapted gaussian mixture model approach to accelerometry-based movement classification using time-domain features. In EMBS '06, pages 3600-3603, 2006.
-
(2006)
EMBS '06
, pp. 3600-3603
-
-
Allen, F.1
Ambikairajah, E.2
Lovell, N.3
Celler, B.4
-
3
-
-
85083876574
-
Activity recognition using inertial sensing for healthcare, wellbeing and sports applications: A survey
-
A. Avci, S. Bosch, M. Marin-Perianu, R. Marin-Perianu, and P. J. M. Havinga. Activity recognition using inertial sensing for healthcare, wellbeing and sports applications: A survey. In ARCS '10, pages 167-176, 2010.
-
(2010)
ARCS '10
, pp. 167-176
-
-
Avci, A.1
Bosch, S.2
Marin-Perianu, M.3
Marin-Perianu, R.4
Havinga, P.J.M.5
-
4
-
-
35048842427
-
Activity recognition from user-annotated acceleration data
-
L. Bao and S. S. Intille. Activity recognition from user-annotated acceleration data. In PERVASIVE '04, pages 1-17, 2004.
-
(2004)
PERVASIVE '04
, pp. 1-17
-
-
Bao, L.1
Intille, S.S.2
-
5
-
-
34047152899
-
Walk detection with a kinematic sensor: Frequency and wavelet comparison
-
P. Barralon, N. Vuillerme, and N. Noury. Walk detection with a kinematic sensor: Frequency and wavelet comparison. In EMBS '06, pages 1711 -1714, 2006.
-
(2006)
EMBS '06
, pp. 1711-1714
-
-
Barralon, P.1
Vuillerme, N.2
Noury, N.3
-
6
-
-
84860996025
-
A helmet-mounted pedestrian dead reckoning system
-
S. Beauregard. A helmet-mounted pedestrian dead reckoning system. In IFAWC '06, pages 1-11, 2006.
-
(2006)
IFAWC '06
, pp. 1-11
-
-
Beauregard, S.1
-
8
-
-
84884664407
-
Unsupervised activity clustering to estimate energy expenditure with a single body sensor
-
S. Chen, J. Lach, O. Amft, M. Altini, and J. Penders. Unsupervised activity clustering to estimate energy expenditure with a single body sensor. In BSN '13, 2013.
-
(2013)
BSN '13
-
-
Chen, S.1
Lach, J.2
Amft, O.3
Altini, M.4
Penders, J.5
-
9
-
-
78650219914
-
Online gesture recognition for user interface on accelerometer built-in mobile phones
-
B. Choe, J.-K. Min, and S.-B. Cho. Online gesture recognition for user interface on accelerometer built-in mobile phones. In ICONIP '10, pages 650-657, 2010.
-
(2010)
ICONIP '10
, pp. 650-657
-
-
Choe, B.1
Min, J.-K.2
Cho, S.-B.3
-
10
-
-
70449103267
-
Analysis of time and frequency domain features of accelerometer measurements
-
W. Dargie. Analysis of time and frequency domain features of accelerometer measurements. In ICCCN '09, pages 1-6, 2009.
-
(2009)
ICCCN '09
, pp. 1-6
-
-
Dargie, W.1
-
11
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demsar. Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 7:1-30, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1-30
-
-
Demsar, J.1
-
12
-
-
77957017939
-
Preprocessing techniques for context recognition from accelerometer data
-
D. Figo, P. C. Diniz, D. R. Ferreira, and J. M. P. Cardoso. Preprocessing techniques for context recognition from accelerometer data. Personal and Ubiquitous Computing, 14(7):645-662, 2010.
-
(2010)
Personal and Ubiquitous Computing
, vol.14
, Issue.7
, pp. 645-662
-
-
Figo, D.1
Diniz, P.C.2
Ferreira, D.R.3
Cardoso, J.M.P.4
-
13
-
-
0001837148
-
A comparison of alternative tests of significance for the problem of m rankings
-
M. Friedman. A comparison of alternative tests of significance for the problem of m rankings. The Annals of Mathematical Statistics, 11:86-92, 1940.
-
(1940)
The Annals of Mathematical Statistics
, vol.11
, pp. 86-92
-
-
Friedman, M.1
-
14
-
-
67650682991
-
Towards understanding the uniqueness of gait biometric
-
D. Gafurov and E. Snekkenes. Towards understanding the uniqueness of gait biometric. In FG '08, pages 1-8, 2008.
-
(2008)
FG '08
, pp. 1-8
-
-
Gafurov, D.1
Snekkenes, E.2
-
15
-
-
0033317004
-
Indoor navigation using a diverse set of cheap, wearable sensors
-
A. R. Golding and N. Lesh. Indoor navigation using a diverse set of cheap, wearable sensors. In ISWC '99, pages 29-36, 1999.
-
(1999)
ISWC '99
, pp. 29-36
-
-
Golding, A.R.1
Lesh, N.2
-
16
-
-
82955186902
-
Strap-down pedestrian dead-reckoning system
-
P. Goyal, V. Ribeiro, H. Saran, and A. Kumar. Strap-down pedestrian dead-reckoning system. In IPIN '11, pages 1-7, 2011.
-
(2011)
IPIN '11
, pp. 1-7
-
-
Goyal, P.1
Ribeiro, V.2
Saran, H.3
Kumar, A.4
-
17
-
-
84881312461
-
A survey of indoor inertial positioning systems for pedestrians
-
R. Harle. A survey of indoor inertial positioning systems for pedestrians. IEEE Communications Surveys & Tutorials, PP, 2013.
-
(2013)
IEEE Communications Surveys & Tutorials
-
-
Harle, R.1
-
19
-
-
77954577073
-
Weightlessness feature - A novel feature for single tri-axial accelerometer based activity recognition
-
Z. He, Z. Liu, L. Jin, L.-X. Zhen, and J.-C. Huang. Weightlessness feature - a novel feature for single tri-axial accelerometer based activity recognition. In ICPR '08, pages 1-4, 2008.
-
(2008)
ICPR '08
, pp. 1-4
-
-
He, Z.1
Liu, Z.2
Jin, L.3
Zhen, L.-X.4
Huang, J.-C.5
-
20
-
-
38149092026
-
Analyzing features for activity recognition
-
T. Huynh and B. Schiele. Analyzing features for activity recognition. In sOc-EUSAI '05, pages 159-163, 2005.
-
(2005)
SOc-EUSAI '05
, pp. 159-163
-
-
Huynh, T.1
Schiele, B.2
-
21
-
-
47649084592
-
Time-frequency based features for classification of walking patterns
-
R. Ibrahim, E. Ambikairajah, B. Celler, and N. Lovell. Time-frequency based features for classification of walking patterns. In DSP '07, pages 187-190, 2007.
-
(2007)
DSP '07
, pp. 187-190
-
-
Ibrahim, R.1
Ambikairajah, E.2
Celler, B.3
Lovell, N.4
-
23
-
-
34547358090
-
Gait analyzer based on a cell phone with a single three-axis accelerometer
-
T. Iso and K. Yamazaki. Gait analyzer based on a cell phone with a single three-axis accelerometer. In Mobile HCI '06, pages 141-144, 2006.
-
(2006)
Mobile HCI '06
, pp. 141-144
-
-
Iso, T.1
Yamazaki, K.2
-
24
-
-
44149123362
-
Accelerometry: A technique for quantifying movement patterns during walking
-
J. J. Kavanagh and H. B. Menz. Accelerometry: A technique for quantifying movement patterns during walking. Gait & posture, 28(1):1-15, 2008.
-
(2008)
Gait & Posture
, vol.28
, Issue.1
, pp. 1-15
-
-
Kavanagh, J.J.1
Menz, H.B.2
-
25
-
-
29244432934
-
A step, stride and heading determination for the pedestrian navigation system
-
J. W. Kim, H. J. Jang, D.-H. Hwang, and C. Park. A Step, Stride and Heading Determination for the Pedestrian Navigation System. Journal of Global Positioning Systems, 3(1-2):273-279, 2004.
-
(2004)
Journal of Global Positioning Systems
, vol.3
, Issue.1-2
, pp. 273-279
-
-
Kim, J.W.1
Jang, H.J.2
Hwang, D.-H.3
Park, C.4
-
26
-
-
80051623806
-
Rotation invariant feature extraction from 3-d acceleration signals
-
T. Kobayashi, K. Hasida, and N. Otsu. Rotation invariant feature extraction from 3-d acceleration signals. In ICASSP '11, pages 3684-3687, 2011.
-
(2011)
ICASSP '11
, pp. 3684-3687
-
-
Kobayashi, T.1
Hasida, K.2
Otsu, N.3
-
27
-
-
78649453016
-
Unsupervised, dynamic identification of physiological and activity context in wearable computing
-
A. Krause, D. P. Siewiorek, A. Smailagic, and J. Farringdon. Unsupervised, dynamic identification of physiological and activity context in wearable computing. In ISWC '03, pages 88-97, 2003.
-
(2003)
ISWC '03
, pp. 88-97
-
-
Krause, A.1
Siewiorek, D.P.2
Smailagic, A.3
Farringdon, J.4
-
29
-
-
78650402528
-
Cell phone-based biometric identification
-
J. Kwapisz, G. Weiss, and S. Moore. Cell phone-based biometric identification. In BTAS '10, pages 1-7, 2010.
-
(2010)
BTAS '10
, pp. 1-7
-
-
Kwapisz, J.1
Weiss, G.2
Moore, S.3
-
30
-
-
80054964826
-
Activity recognition using cell phone accelerometers
-
J. R. Kwapisz, G. M. Weiss, and S. Moore. Activity recognition using cell phone accelerometers. SIGKDD Explorations, 12(2):74-82, 2010.
-
(2010)
SIGKDD Explorations
, vol.12
, Issue.2
, pp. 74-82
-
-
Kwapisz, J.R.1
Weiss, G.M.2
Moore, S.3
-
31
-
-
33646787680
-
Activity and location recognition using wearable sensors
-
S. W. Lee and K. Mase. Activity and Location Recognition Using Wearable Sensors. IEEE Pervasive Computing, 1(3):24-32, 2002.
-
(2002)
IEEE Pervasive Computing
, vol.1
, Issue.3
, pp. 24-32
-
-
Lee, S.W.1
Mase, K.2
-
32
-
-
70450207971
-
Validated caloric expenditure estimation using a single body-worn sensor
-
J. Lester, C. Hartung, L. Pina, R. Libby, G. Borriello, and G. Duncan. Validated caloric expenditure estimation using a single body-worn sensor. In Ubicomp '09, page 225, 2009.
-
(2009)
Ubicomp '09
, pp. 225
-
-
Lester, J.1
Hartung, C.2
Pina, L.3
Libby, R.4
Borriello, G.5
Duncan, G.6
-
33
-
-
84867484578
-
A reliable and accurate indoor localization method using phone inertial sensors
-
F. Li, C. Zhao, G. Ding, J. Gong, C. Liu, and F. Zhao. A reliable and accurate indoor localization method using phone inertial sensors. In Ubicomp '12, pages 421-430, 2012.
-
(2012)
Ubicomp '12
, pp. 421-430
-
-
Li, F.1
Zhao, C.2
Ding, G.3
Gong, J.4
Liu, C.5
Zhao, F.6
-
35
-
-
79952532178
-
Phase registration of a single quasi-periodic signal using self dynamic time warping
-
Y. Makihara, T. N. Thanh, H. Nagahara, R. Sagawa, Y. Mukaigawa, and Y. Yagi. Phase registration of a single quasi-periodic signal using self dynamic time warping. In ACCV '10, pages 667-678, 2010.
-
(2010)
ACCV '10
, pp. 667-678
-
-
Makihara, Y.1
Thanh, T.N.2
Nagahara, H.3
Sagawa, R.4
Mukaigawa, Y.5
Yagi, Y.6
-
37
-
-
84055191124
-
A hidden markov model-based technique for gait segmentation using a foot-mounted gyroscope
-
A. Mannini and A. Sabatini. A hidden Markov model-based technique for gait segmentation using a foot-mounted gyroscope. In EMBC '11, pages 4369-4373, 2011.
-
(2011)
EMBC '11
, pp. 4369-4373
-
-
Mannini, A.1
Sabatini, A.2
-
38
-
-
81555221571
-
Accelerometry-based classification of human activities using markov modeling
-
A. Mannini and A. M. Sabatini. Accelerometry-based classification of human activities using markov modeling. Comp. Int. and Neurosc., 2011.
-
(2011)
Comp. Int. and Neurosc.
-
-
Mannini, A.1
Sabatini, A.M.2
-
39
-
-
0035723662
-
Recognizing human motion with multiple acceleration sensors
-
vol.2
-
J. Mantyjarvi, J. Himberg, and T. Seppanen. Recognizing human motion with multiple acceleration sensors. In SMC '01, volume 2, pages 747-752 vol.2, 2001.
-
(2001)
SMC '01
, vol.2
, pp. 747-752
-
-
Mantyjarvi, J.1
Himberg, J.2
Seppanen, T.3
-
40
-
-
61849129235
-
A performance comparison of accelerometry-based step detection algorithms on a large, non-laboratory sample of healthy and mobility-impaired persons
-
M. Marschollek, M. Goevercin, K.-H. Wolf, B. Song, M. Gietzelt, R. Haux, and E. Steinhagen-Thiessen. A performance comparison of accelerometry-based step detection algorithms on a large, non-laboratory sample of healthy and mobility-impaired persons. In EMBS '08, volume 2008, pages 1319-22, 2008.
-
(2008)
EMBS '08
, vol.2008
, pp. 1319-1322
-
-
Marschollek, M.1
Goevercin, M.2
Wolf, K.-H.3
Song, B.4
Gietzelt, M.5
Haux, R.6
Steinhagen-Thiessen, E.7
-
41
-
-
84857854575
-
Benchmarking the performance of SVMs and HMMs for accelerometer-based biometric gait recognition
-
C. Nickel, H. Brandt, and C. Busch. Benchmarking the performance of SVMs and HMMs for accelerometer-based biometric gait recognition. In ISSPIT '11, pages 281-286, 2011.
-
(2011)
ISSPIT '11
, pp. 281-286
-
-
Nickel, C.1
Brandt, H.2
Busch, C.3
-
42
-
-
84873960701
-
Classification of acceleration data for biometric gait recognition on mobile devices
-
C. Nickel, H. Brandt, and C. Busch. Classification of acceleration data for biometric gait recognition on mobile devices. In BIOSIG '11, pages 57-66, 2011.
-
(2011)
BIOSIG '11
, pp. 57-66
-
-
Nickel, C.1
Brandt, H.2
Busch, C.3
-
43
-
-
33744527362
-
Classification of gait patterns in the time frequency domain
-
M. Nyan, F. Tay, K. Seah, and Y. Sitoh. Classification of gait patterns in the timefrequency domain. Journal of Biomechanics, 39(14):2647 - 2656, 2006.
-
(2006)
Journal of Biomechanics
, vol.39
, Issue.14
, pp. 2647-2656
-
-
Nyan, M.1
Tay, F.2
Seah, K.3
Sitoh, Y.4
-
44
-
-
37249029134
-
A hidden markov model-based stride segmentation technique applied to equine inertial sensor trunk movement data
-
T. Pfau, M. Ferrari, K. Parsons, and A. Wilson. A hidden markov model-based stride segmentation technique applied to equine inertial sensor trunk movement data. Journal of Biomechanics, 41(1):216 - 220, 2008.
-
(2008)
Journal of Biomechanics
, vol.41
, Issue.1
, pp. 216-220
-
-
Pfau, T.1
Ferrari, M.2
Parsons, K.3
Wilson, A.4
-
45
-
-
33750707878
-
Feature selection and activity recognition from wearable sensors
-
S. Pirttikangas, K. Fujinami, and T. Nakajima. Feature selection and activity recognition from wearable sensors. In UCS '06, pages 516-527, 2006.
-
(2006)
UCS '06
, pp. 516-527
-
-
Pirttikangas, S.1
Fujinami, K.2
Nakajima, T.3
-
46
-
-
65249157400
-
Activity identification using body-mounted sensors - a review of classification techniques
-
R1+
-
S. J. Preece, J. Y. Goulermas, L. P. J. Kenney, D. Howard, K. Meijer, and R. Crompton. Activity identification using body-mounted sensors - a review of classification techniques. Physiological Measurement, 30(4):R1+, 2009.
-
(2009)
Physiological Measurement
, vol.30
, Issue.4
-
-
Preece, S.J.1
Goulermas, J.Y.2
Kenney, L.P.J.3
Howard, D.4
Meijer, K.5
Crompton, R.6
-
47
-
-
84866594899
-
Zee - zero-effort crowdsourcing for indoor localization
-
A. Rai, K. K. Chintalapudi, V. N. Padmanabhan, and R. Sen. Zee - zero-effort crowdsourcing for indoor localization. In Mobicom '12, page 293, 2012.
-
(2012)
Mobicom '12
, pp. 293
-
-
Rai, A.1
Chintalapudi, K.K.2
Padmanabhan, V.N.3
Sen, R.4
-
48
-
-
78649455878
-
Personal position measurement using dead reckoning
-
C. Randell, C. Djiallis, and H. Muller. Personal position measurement using dead reckoning. In ISWC '03, pages 166-173, 2003.
-
(2003)
ISWC '03
, pp. 166-173
-
-
Randell, C.1
Djiallis, C.2
Muller, H.3
-
49
-
-
29344474528
-
Activity recognition from accelerometer data
-
N. Ravi, N. Dandekar, P. Mysore, and M. L. Littman. Activity recognition from accelerometer data. In AAAI '05, pages 1541-1546, 2005.
-
(2005)
AAAI '05
, pp. 1541-1546
-
-
Ravi, N.1
Dandekar, N.2
Mysore, P.3
Littman, M.L.4
-
50
-
-
35348864970
-
Identification of individual walking patterns using gait acceleration
-
L. Rong, D. Zhiguo, Z. Jianzhong, and L. Ming. Identification of individual walking patterns using gait acceleration. In ICBBE '07, pages 543-546, 2007.
-
(2007)
ICBBE '07
, pp. 543-546
-
-
Rong, L.1
Zhiguo, D.2
Jianzhong, Z.3
Ming, L.4
-
51
-
-
84865082010
-
Automatic detection of different walking conditions using inertial sensor data
-
B. Santhiranayagam, D. Lai, C. Jiang, A. Shilton, and R. Begg. Automatic detection of different walking conditions using inertial sensor data. In IJCNN '12, pages 1-6, 2012.
-
(2012)
IJCNN '12
, pp. 1-6
-
-
Santhiranayagam, B.1
Lai, D.2
Jiang, C.3
Shilton, A.4
Begg, R.5
-
52
-
-
84878100430
-
Recognizing human activities user-independently on smartphones based on accelerometer data
-
P. Siirtola and J. Röning. Recognizing human activities user-independently on smartphones based on accelerometer data. IJIMAI, 1(5):38-45, 2012.
-
(2012)
IJIMAI
, vol.1
, Issue.5
, pp. 38-45
-
-
Siirtola, P.1
Röning, J.2
-
53
-
-
21844522039
-
A study of the classification capabilities of neural networks using unsupervised learning: A comparison with k-means clustering
-
(Sundar)
-
P. (Sundar) Balakrishnan, M. Cooper, V. Jacob, and P. Lewis. A study of the classification capabilities of neural networks using unsupervised learning: A comparison with k-means clustering. Psychometrika, 59(4):509-525, 1994.
-
(1994)
Psychometrika
, vol.59
, Issue.4
, pp. 509-525
-
-
Balakrishnan, P.1
Cooper, M.2
Jacob, V.3
Lewis, P.4
-
54
-
-
1542680533
-
A practical guide to wavelet analysis
-
C. Torrence and G. P. Compo. A practical guide to wavelet analysis. Bull. Amer. Meteor. Soc., 79(1):61-78, 1998.
-
(1998)
Bull. Amer. Meteor. Soc.
, vol.79
, Issue.1
, pp. 61-78
-
-
Torrence, C.1
Compo, G.P.2
-
56
-
-
84935113569
-
Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
-
A. Viterbi. Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Transactions on Information Theory, 13(2):260-269, 1967.
-
(1967)
IEEE Transactions on Information Theory
, vol.13
, Issue.2
, pp. 260-269
-
-
Viterbi, A.1
-
57
-
-
84874145716
-
Real time accelerometer-based gait recognition using adaptive windowed wavelet transforms
-
J.-H. Wang, J.-J. Ding, Y. Chen, and H.-H. Chen. Real time accelerometer-based gait recognition using adaptive windowed wavelet transforms. In APCCAS '12, pages 591-594, 2012.
-
(2012)
APCCAS '12
, pp. 591-594
-
-
Wang, J.-H.1
Ding, J.-J.2
Chen, Y.3
Chen, H.-H.4
-
58
-
-
59249106430
-
Pedestrian localisation for indoor environments
-
O. Woodman and R. Harle. Pedestrian Localisation for Indoor Environments. In UbiComp '08, 2008.
-
(2008)
UbiComp '08
-
-
Woodman, O.1
Harle, R.2
-
59
-
-
84885214867
-
-
S. Leonhardt, T. Falck, and P. Mähönen, editors, BSN '07
-
A. Ying, Hong, C. A. Silex, A. Schnitzer, A., S. A. Leonhardt, and M. Schiek. Automatic Step Detection in the Accelerometer Signal. In S. Leonhardt, T. Falck, and P. Mähönen, editors, BSN '07, 2007.
-
(2007)
Automatic Step Detection in the Accelerometer Signal
-
-
Ying, A.1
Hong, C.A.2
Silex, A.3
Schnitzer, A.A.4
Leonhardt, S.A.5
Schiek, M.6
|