A Hand Direction Vector Extraction Method Based on K Vector and K-medoids Clustering Algorithm
- Hong Duan, Kunyu Cai
- Corresponding Author
- Hong Duan
Available Online March 2013.
- https://doi.org/10.2991/iccsee.2013.92How to use a DOI?
- Hand Direction Vector, K-vector Algorithm, K-medoids Clustering Algorithm
- This paper proposed a method of computing the hand direction vector. At first, using K-vector method, compute the K-slope of all the points on the contour to get a series of peak point sets; Then, cluster the sets which have been obtained through K-medoids algorithm; At last, detect the pointing direction of each fingertip from the clustering information, and get the hand’s direction by it. The experiment shows that the method achieves the precise positioning of hand direction in palm contours.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Hong Duan AU - Kunyu Cai PY - 2013/03 DA - 2013/03 TI - A Hand Direction Vector Extraction Method Based on K Vector and K-medoids Clustering Algorithm BT - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/iccsee.2013.92 DO - https://doi.org/10.2991/iccsee.2013.92 ID - Duan2013/03 ER -