In-Air Hand-Drawn Number and Shape Dataset

2018-12-06T13:13:50Z (GMT) by Basheer Alwaely Charith Abhayaratne
<div>This data set contains in-air hand-written numbers and shapes data used in the paper "Graph Spectral Features for In-Air Hand-Drawn Number and Shape Recognition" submitted to IEEE Trans. Multimedia submitted in November 2018.</div><div><br></div><div>This data set contains the following:</div><div>-Readme.txt</div><div>- InAirNumberShapeDataset.zip containing<br></div><div> -Number Folder (With 2 sub folders for Matlab and Excel)</div><div> -Shapes Folder (With 2 sub folders for Matlab and Excel)</div><div><br></div><div>The data sets include the in-air drawn number and shape hand movement path captured by a Kinect sensor. The number sub dataset includes 500 instances per each number 0 to 9, resulting in a total of 5000 number data instances. Similarly, the shape sub dataset also includes 500 instances per each shape for 10 different arbitrary 2D shapes, resulting in a total of 5000 shape instances. The data set provides X, Y, Z coordinates of the hand movement path data in Matlab (M-file) and Excel formats and their corresponding labels. </div><div><br></div><div><div>This dataset creation has received The University of Sheffield ethics approval under application #023005 granted on 19/10/2018.</div></div>