Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features

Dublin Core

Title

Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features

Subject

Balinese dance; feature; movement; pattern; sequence.

Description

Abstract. The aim of this research was to reveal and explore the characteristics of Balinese dance maestros by analyzing silhouette sequence patterns of Balinese dance movements. A method and complete scheme for the extraction and construction of silhouette features of Balinese dance movements are proposed to enable performing quantitative analysis of Balinese dance movement patterns. Two different feature extraction methods, namely the Histogram of Gradient (HoG) feature and the Scale Invariant Features Transform (SIFT) descriptor, were used to build the final feature, called the Bag of Visual Movement (BoVM) feature. This research also makes a technical contribution with the proposal of
quantifying measures to analyze the movement patterns of Balinese dances and to create the profile and characteristics of dance maestros/creators. Eight Balinese dances from three different Balinese dance maestros were analyzed in this work.
Based on the experimental results, the proposed method was able to visually detect and extract patterns from silhouette sequences of Balinese dance movements. Quantitatively, the pattern measures for profiling of Balinese dances and maestros revealed a number of significant characteristics of different dances and different
maestros.

Creator

Made Windu Antara Kesiman, I Made Dendi Maysanjaya, I Made Ardwi
Pradnyana, I Made Gede Sunarya & Putu Hendra Suputra

Source

DOI: 10.5614/itbj.ict.res.appl.2021.15.1.6

Publisher

IRCS-ITB

Date

07 Mei 2021

Contributor

Sri Wahyuni

Rights

ISSN: 2337-5787

Format

PDF

Language

English

Type

Text

Coverage

Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021

Files

Collection

Tags

,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon , ,Repository, Repository Horizon University Indonesia, Repository Universitas Horizon Indonesia, Horizon.ac.id, Horizon University Indonesia, Universitas Horizon Indonesia, HorizonU, Repo Horizon ,

Citation

Made Windu Antara Kesiman, I Made Dendi Maysanjaya, I Made Ardwi Pradnyana, I Made Gede Sunarya & Putu Hendra Suputra, “Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features,” Repository Horizon University Indonesia, accessed May 3, 2025, https://repository.horizon.ac.id/items/show/3414.