Supplementary data base for the paper:

Example EMG data, processed with our method.

„Novel Methods for sEMG Analysis and Exploration Based on Multi-Modal GMMs“

(Published in PLOS ONE, June 2016)

We provide sEMG and Kinematic data of 14 horses  (Haflinger mares) without lameness that were recorded walking and trotting on a treadmill.

The set of sEMG data consists of measurements by a set of 8 trunk-mounted sEMG sensors of a Delsys Trigno Wireless System (Boston, MA, USA).

Actication of two muscles has been captured: m. longissimus dorsi (trunk muscle) and the m. gluteus medius (leg muscle). Muscle activation was recorded by sEMG at one location on the m longissimus dorsi (abbreviated LD) and at three different locations of the m. gluteus medius (abbreviated GM1-GM3). The frame rate of sEMG recordings is 4000 Hz.

 The set of 3D kinematic data consists of optical motion capture recordings (10 high speed cameras; Eagle Digital Real Time System, Motion Analysis Corp., Santa Rosa, CA, USA) at 7 different positions, one on the forehead, one on the highest point of the withers, on the sacrum and on the lateral side of each hoof.  All kinematic data are synchronized to sEMG recordings automatically (by combined setup). The framerate of kinematic data is 120 Hz.

Materials

The data set contains two zip files:

  1. Walk data: undefinedwalk_data.zip
  2. Trot data: undefinedtrot_data.zip

Data specifications: sEMG data are stored as anc files. Kinematic data are provided as trc files. 

Publications

 
Jürgen Bernard, Eduard Dobermann, Anna Vögele, Björn Krüger, Jörn Kohlhammer, and D. Fellner
In proceedings of Visualization and Data Analysis (VDA 2017), Jan. 2017
 
In: IEEE Transactions on Multimedia (Dec. 2016)
 
Qaiser Riaz, Björn Krüger, and Andreas Weber
In: International Journal of Innovative Computing and Applications (July 2016), 7:3(119-134)
 
Hashim Yasin, Umar Iqbal, Björn Krüger, Andreas Weber, and Juergen Gall
In proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2016 (CVPR), Las Vegas, USA, June 2016
 
Anna Vögele, Rebeka Zsoldos, Björn Krüger, and Theresia Licka
In: PLOS ONE (June 2016)
 
Jürgen Bernard, Eduard Dobermann, Markus Bögl, Martin Röhlig, Anna Vögele, and Jörn Kohlhammer
In proceedings of EuroVis Workshop on Visual Analytics (EuroVA), Groningen, Nederlands, The Eurographics Association, June 2016
 
In: Sensors (Dec. 2015), 15:12(31999-32019)
 
Rebeka Zsoldos, Anna Vögele, Björn Krüger, Ulrike Schröder, and Theresia Licka
In proceedings of XXV Congress of the International Society of Biomechanics (ISB 2015), Glasgow, United Kingdom, July 2015
 
Rebeka Zsoldos, Björn Krüger, Anna Vögele, Ulrike Schröder, and Theresia Licka
In proceedings of Progress in Motor Control X. Conference, Budapest, Hungary, July 2015
 
Rebeka Zsoldos, Björn Krüger, Anna Vögele, Ulrike Schröder, and Theresia Licka
In proceedings of Progress in Motor Control X. Conference, Budapest, Hungary, July 2015
 
Qaiser Riaz, Björn Krüger, and Andreas Weber
In: Lecture Notes in Computer Science, Computational Science and Its Applications - ICCSA 2015 (June 2015), 9159(234-249)
 
Qaiser Riaz, Tao Guanhong, Björn Krüger, and Andreas Weber
In: Graphical Models (Apr. 2015)
 
Nils Wilhelm, Anna Vögele, Rebeka Zsoldos, Theresia Licka, Björn Krüger, and Jürgen Bernard
In proceedings of Visualization and Data Analysis (VDA 2015), Feb. 2015
 
In proceedings of 2014 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, Copenhagen, Denmark, July 2014
 
Rebeka Zsoldos, Björn Krüger, and Theresia Licka
In: Comparative Exercise Physiology (July 2014), 10:2(75-88)
 
In: International Journal of Multimedia and Ubiquitous Engineering (IJMUE) (Mar. 2014), 9:2(265-280)
 
In proceedings of GRAPP 2014 - International Conference on Computer Graphics Theory and Applications, Lisbon, Portugal, SCITEPRESS, Jan. 2014
 
In proceedings of Workshop on Games and Graphics 2013, Dec. 2013
 
Rebeka Zsoldos, Björn Krüger, Andreas Weber, and Theresia Licka
In proceedings of XXIV Congress of the International Society of Biomechanics (ISB 2013), Natal, Brazil, Aug. 2013
 
In proceedings of 6 th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications (MIRAGE 2013), Berlin, Germany, June 2013