SBM12: Sketch Based Interfaces and Modeling 2012
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Browsing SBM12: Sketch Based Interfaces and Modeling 2012 by Subject "Categories and Subject Descriptors (according to ACM CCS): I5.2 [Pattern Recognition]: Design Methodology- Classifier Design and implementation"
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Item The One Cent Recognizer: A Fast, Accurate, and Easy-to-Implement Handwritten Gesture Recognition Technique(The Eurographics Association, 2012) Herold, James; Stahovich, Thomas F.; Karan Singh and Levent Burak KaraWe present the One Cent Recognizer, an easy-to-implement, efficient, and accurate handwritten gesture recognizer. By applying time series recognition techniques, we have developed a minimally complex technique that is both much faster than and at least as accurate as the Dollar Recognizer. Additionally, the One Cent Recognizer is much easier to implement than the Dollar Recognizer. Our technique is primarily enabled by a simple and novel one-dimensional representation of handwritten pen strokes. This representation is intrinsically rotation invariant, allowing our technique to avoid costly rotate-and-check searches typically employed in prior template-based gesture recognition techniques. In experiments, our technique has proven to be two orders of magnitude faster than the Dollar Recognizer.