TY  - JOUR
T1  - Tensor Data Feature Extraction: The Result of Wayang Golek Menak
Dance Capture Motion by Vector Quantization Method
AU - Sutopo, Joko AU - Susanto, Adhi AU - Santosa, P. Insap AU - Adji, Teguh Barata 
JO  - Journal of Engineering and Applied Sciences
VL  - 12
IS  - 21
SP  - 5418
EP  - 5422
PY  - 2017
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2017.5418.5422
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2017.5418.5422
KW  - Extraction feature
KW  -dance motion
KW  -Vector Quantization (VQ)
KW  -code book
KW  -code vector
KW  -PCA
AB  - Capturing the motion of Wayang Golek Menak dance from Yogyakarta using Kinect sensore that
produce motion data with format *BVH (Biovision Hierarchy). The motion data have coordinat x, y, z then, the
reduction is conducted by Principal Component Analysis (PCA) methods the result of data reduction by PCA
is conducted using fituring process. Fituring is extraction feature that looking for the characteristic of feature
so it can be classified. Fituring methods which is applied in this research is Vector Quantization (VQ). This
method is for compressing feature data by making code book then, it’s changed into code vector that can use
to classified on the next process. The result from Vector Quantization (VQ) method with code vector which the
value is 00, 11, 11, 00 with the code book 0.25; 0.5; 0.75 and 1.
ER  -