# The effect of light on Leap Motion Controller in the classification of Sign Language Translator System
> Insani C.N.

URL kanonis: https://discover.unhas.ac.id/publications/the-effect-of-light-on-leap-motion-controller-in-the-classification-of-sign-lang
Jurnal / Konferensi: 2019 2nd International Seminar on Research of Information Technology and Intelligent Systems Isriti 2019
Tahun terbit: 2019
DOI: https://doi.org/10.1109/ISRITI48646.2019.9034602
Citations: 6

## Authors
- Insani C.N.

## Abstract
This study aims to translate the Indonesian signaling system (SIBI), which focuses on 24 SIBI alphabets by comparing several lighting conditions of the room lights. The sensor used is the Leap Motion controller (LMC) to capture hand movements, the Leap Application Programming Interface (API) for the extraction of hand gestures, and Support Vector Machine (SVM) to classify sign languages. The data used consisted of 720 training data and 240 test data. Optimal results are obtained by using a 25W white light with LMC position under the light with 96.2% accuracy.

## Keywords
- Computer science
- Gesture
- Support vector machine
- Sign language
- Sign (mathematics)
- Motion (physics)
- Interface (matter)
- Artificial intelligence
- Controller (irrigation)
- Feature extraction
- Position (finance)
- Computer vision
- Speech recognition
- Computer hardware
- Mathematics
- Mathematical analysis
- Agronomy
- Biology
- Philosophy
- Bubble
- Linguistics
- Parallel computing
- Finance
- Economics
- Maximum bubble pressure method

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Sumber: Discover Unhas — RIMS Universitas Hasanuddin.
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