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A comparison of 3D hand gesture recognition using dynamic time warping

Title
A comparison of 3D hand gesture recognition using dynamic time warping
Authors
Sohn, Myoung-KyuLee, Sang-HeonKim, Dong-JuKim, ByungminKim, Hyunduk
DGIST Authors
Sohn, Myoung-Kyu; Lee, Sang-Heon; Kim, Dong-Ju; Kim, Byungmin; Kim, Hyunduk
Issue Date
2012
Citation
27th Image and Vision Computing New Zealand Conference, IVCNZ 2012, 418-422
Type
Conference
Article Type
Conference Paper
ISBN
9780000000000
Abstract
To enhance a hand gesture recognition system, we compare performance in accordance with various parameters. We present an efficient framework for gesture recognition that can be easily implemented with low computational costs. Based on the simple K-NN classifier, we develop a pattern matching method through combining the Dynamic Time Warping (DTW) alignment and distance measure for similarity between two sequences. In this process, we extract various features of hand and apply various distance measure for similarity. In addition to the gesture features and distance measures, we proposed preprocessing method to enhance the performance. © 2012 ACM.
URI
http://hdl.handle.net/20.500.11750/3853
DOI
10.1145/2425836.2425916
Publisher
AAssociation for Computing Machinery
Related Researcher
Files:
There are no files associated with this item.
Collection:
ETC2. Conference Papers


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