Analisis Penerapan Metode Convex Hull Dan Convexity Defects Untuk Pengenalan Isyarat Tangan

Authors

  • Artha Gilang Saputra Universitas Amikom Yogyakarta
  • Ema Utami Universitas Amikom Yogyakarta
  • Hanif Al Fatta Universitas Amikom Yogyakarta

DOI:

https://doi.org/10.33020/saintekom.v8i2.59

Keywords:

Computer Vision, Convex Hull, Convexity Defects, Hand Gesture Recognition, Human Computer Interaction

Abstract

Research of Human Computer Interaction (HCI) and Computer Vision (CV) is increasingly focused on advanced interface for interacting with humans and creating system models for various purposes. Especially for input device problem to interact with computer. Humans are accustomed to communicate with fellow human beings using voice communication and accompanied by body pose and hand gesture. The main purpose of this research is to applying the Convex Hull and Convexity Defects methods for Hand Gesture Recognition system.

In this research, the Hand Gesture Recognition system designed with the OpenCV library and then receives input from the user's hand gesture using an integrated webcam on the computer and system generates a language output from the hand-recognizable gestures.

Testing involves several variables which affect success in recognizing user's hand gestures, such as hand distance with webcam, corner of the finger, light conditions and background conditions. As a result, the user's hand gestures can be recognized with a stable and accurate when at a distance of 50cm-70cm, corner of the finger 25o–70o, light conditions 150lux-460lux and plain background conditions.

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Author Biographies

Ema Utami, Universitas Amikom Yogyakarta

Magister Teknik Informatika, Universitas Amikom Yogyakarta

Jl. Ring Road Utara, Condong Catur, Sleman, Yogyakarta, Indonesia 55281

Hanif Al Fatta, Universitas Amikom Yogyakarta

Magister Teknik Informatika, Universitas Amikom Yogyakarta

Jl. Ring Road Utara, Condong Catur, Sleman, Yogyakarta, Indonesia 55281

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Published

19-09-2018

How to Cite

Saputra, Artha Gilang, Ema Utami, and Hanif Al Fatta. 2018. “Analisis Penerapan Metode Convex Hull Dan Convexity Defects Untuk Pengenalan Isyarat Tangan”. Jurnal Saintekom : Sains, Teknologi, Komputer Dan Manajemen 8 (2):105-18. https://doi.org/10.33020/saintekom.v8i2.59.

Issue

Vol. 8 No. 2 (2018): September 2018

Section

Articles

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