The ILGDB database of realistic pen-based gestural commands

In this paper, we introduce the Intuidoc-Loustic Gestures DataBase (ILGDB), a new publicly available database of realistic pen-based gestures for evaluation of recognition systems in pen-enabled interfaces. IL-GDB was collected in a real world context and in an immersive environment. As it contains...

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Bibliographic Details
Published inProceedings of the 21st International Conference on Pattern Recognition (ICPR2012) pp. 3741 - 3744
Main Authors Renau-Ferrer, N., Peiyu Li, Delaye, A., Anquetil, E.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2012
Subjects
Benchmark testing
Context
Feature extraction
Gesture recognition
Support vector machines
Training
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Summary:In this paper, we introduce the Intuidoc-Loustic Gestures DataBase (ILGDB), a new publicly available database of realistic pen-based gestures for evaluation of recognition systems in pen-enabled interfaces. IL-GDB was collected in a real world context and in an immersive environment. As it contains a large number of unconstrained user-defined gestures, ILGDB offers a unique diversity of content that is likely to serve as a precious tool for benchmarking of gesture recognition systems. We report first baseline experimental results on the task of Writer-Dependent gesture recognition.
ISBN:9781467322164
1467322164
ISSN:1051-4651
2831-7475