Handwriting Recognition Based on 3D Accelerometer Data by Deep Learning

Autor: Pedro Lopez-Rodriguez, Juan Gabriel Avina-Cervantes, Jose Luis Contreras-Hernandez, Rodrigo Correa, Jose Ruiz-Pinales

Publikováno v: Applied Sciences, Vol 12, Iss 13, p 6707 (2022)

Online handwriting recognition has been the subject of research for many years. Despite that, a limited number of practical applications are currently available. The widespread use of devices such as smartphones, smartwatches, and tablets has not bee

Externí odkaz: https://doaj.org/article/ccdb5691d13945fcb29969ca8cf42293

Handwriting Recognition Based on 3D Accelerometer Data by Deep Learning

Autor: Juan Gabriel Avina-Cervantes, Carlos Rodrigo Correa-Cely, Jose Luis Contreras-Hernandez, Pedro López-Rodríguez, José Ruiz-Pinales

Publikováno v: Applied Sciences; Volume 12; Issue 13; Pages: 6707

Online handwriting recognition has been the subject of research for many years. Despite that, a limited number of practical applications are currently available. The widespread use of devices such as smartphones, smartwatches, and tablets has not bee

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d8536e0f71416a6e625cf70ba4a1561b

Predicting daily eating activity of dairy cows from 3D accelerometer data and RFID signals by use of a random forests model

Autor: Leslie Foldager, Lene Munksgaard, Philipp Trénel, Thomsen, Peter T.

Publikováno v: Foldager, L, Munksgaard, L, Trénel, P & Thomsen, P T 2015, Predicting daily eating activity of dairy cows from 3D accelerometer data and RFID signals by use of a random forests model . in C H Knight (ed.), Proceedings of the Third DairyCare Conference 2015 . pp. 31-31, Zadar, Croatia, 05/10/2015 .
Aarhus University

Feed intake is very important for dairy cows and deviation from normal eating behaviour may predict a cow that needs treatment. Therefore we investigated whether a device from Lyngsoe Systems (Aars, Denmark) could be used to estimate eating behaviour

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::7a69187a040b5a16bf6091d781630242
https://pure.au.dk/portal/da/publications/predicting-daily-eating-activity-of-dairy-cows-from-3d-accelerometer-data-and-rfid-signals-by-use-of-a-random-forests-model(ec0d3182-86d6-4132-b44b-cf8be5f24447).html

Velocity and position approximations from left ventricular 3d accelerometer data

Autor: Lars Hoff, Ole Jakob Elle, H.J. Alker, Steinar Halvorsen, M. Grimnes, Erik Fosse

Publikováno v: IEEE 30th Annual Northeast Bioengineering Conference, 2004. Proceedings of the.

We report on preliminary results from a study of 3 pigs using a three dimensional (3D) accelerometer on the left ventricular heart wall. Approximating velocity and position from acceleration data, we show how these typically correspond in time with t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6c54b928df3d21d9fcb51c248c06e6b0
https://doi.org/10.1109/nebc.2004.1299975

Daily eating activity of dairy cows from 3D accelerometer data and RFID signals: prediction by random forests and detection of sick cows

Autor: Leslie Foldager, Lars Bilde Gildbjerg, Heidi Voss, Philipp Trénel, Lene Munksgaard, Peter T. Thomsen

Publikováno v: Aarhus University
Foldager, L, Gildbjerg, L B, Voss, H, Trénel, P, Munksgaard, L & Thomsen, P T 2017, Daily eating activity of dairy cows from 3D accelerometer data and RFID signals: prediction by random forests and detection of sick cows . in P Linde (ed.), Symposium i Anvendt Statistik . pp. 109-122, Symposium i Anvendt Statistik, Odense, Denmark, 23/01/2017 .

Feed intake is very important for dairy cows and deviation from normal eating behaviour may predict a cow that needs treatment. We used video recordings of dairy cows at the Danish Cattle Research Centre (DKC) combined with data from a neck-collar mo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::c8b2c5d82ed4eae6f3426d8d536acad6
https://pure.au.dk/portal/en/publications/daily-eating-activity-of-dairy-cows-from-3d-accelerometer-data-and-rfid-signals-prediction-by-random-forests-and-detection-of-sick-cows(9f097cb8-3e19-4535-b97f-b4cc75948351).html