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Gesture recognition with Kinect and AlGLIB http://forum.alglib.net/viewtopic.php?f=2&t=749 |
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Author: | Zephyr87 [ Tue Dec 25, 2012 4:53 pm ] |
Post subject: | Gesture recognition with Kinect and AlGLIB |
Hi all, I'm a student. I've never used before Alglib and I need an help. I'm working on a project for gesture recognition, this is my application's video: http://www.youtube.com/watch?v=PDkfgxEV8TI I'm using DTW (dynamic time warping) for recognition, but this is very slow. I have ten sequence of movements (example, Hand Left on, Hand right on, ecc.) I post here an example of my data: <?xml version="1.0" encoding="utf-8"?> <!--Questo file contiene le sequenze regitrate dal Kinect.--> <Sequence ID_sequence="10"> <Observation ID_observation="0"> <Joint joint_element="Head"> <X>-0,0681642160598825</X> <Y>-0,829331295395237</Y> </Joint> <Joint joint_element="HandLeft"> <X>-0,704363565952119</X> <Y>1,60185907740724</Y> </Joint> <Joint joint_element="HandRight"> <X>0,681642160598825</X> <Y>1,67002329346712</Y> </Joint> <Joint joint_element="Spine"> <X>0</X> <Y>0,727084971305413</Y> </Joint> <Joint joint_element="FootLeft"> <X>-0,261296161562883</X> <Y>3,73767118061689</Y> </Joint> <Joint joint_element="FootRight"> <X>0,261296161562883</X> <Y>3,70358907258695</Y> </Joint> </Observation> <Observation ID_observation="1"> ....... I can also obtain data of distance or angles between the body joints. I work with positive and negative numbers (double) . Can I create a Decision forest with AlgLib for these value? Can you give me an advice or link for see an example for use of Alglib in c#? Thanks you very much |
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