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Journal : Journal of ICT Research and Applications

Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features 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 Vol. 15 No. 1 (2021)
Publisher : LPPM ITB

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5614/itbj.ict.res.appl.2021.15.1.6

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.
Co-Authors ., I Gede Jupi Permana Bayu ., I Gede Sadhu Gunawan ., Kadek Agus Putra Negara ., Ketut Ngurah Alit Keniten ., Luh Cahayaning Saraswati ., Made Adhi Widya Sadnyana ., Putu Agus Darma Santosa ., Putu Rima Yuliandewi Adnyani, Ni Luh Putu Sri Agus Aan Jiwa Permana Alfin Nur Ali Djamhuri Amaliya Syafitri Amini, Rizki Puji Antara, I Made Hari Apriliyanto, Bagus Budiarta, I Kadek Edi Cahyadi, Kadek Wawan Cahyadi, Made Windu Darmawan, Putu Felika Desak Putu Yulita Kurniati Dewa Ayu Putu Ari Widhiani Dewa Gede Hendra Divayana, Dewa Gede Hendra Dewa Made Widiantara Dewangkara, Ida Bagus Indra Dewi, Tri Nita Dharma Putra, I Gede Wira divayana, gede hendra Driya, Putu Dhanu erawati, ni wayan erna Fitri, Aini Aidilah Gede Aditra Pradnyana Gede Arna Jude Saskara gede hendra divayana Gede Pujana Gede Rasben Dantes Gede Saindra Santyadiputra Gede Saindra Santyadiputra, Gede Saindra Gede Saindra Santyadiputra, S.T., M.Cs . I Gede Jupi Permana Bayu . I Gede Mahendra Darmawiguna I Gede Putu Astawa I Gede Sadhu Gunawan . I Gede Wenten I Gusti Ayu Agung Diatri Indradewi I Gusti Bagus Hari Sastrawan I Gusti Lanang Agung Raditya Putra I Gusti Lanang Putu Sumiantara I Kadek Edi Budiarta I Ketut Andika Pradnyana I Ketut Resika Artha I Ketut Resika Arthana I Made Arya Dwi Saputra I Made Edy Listartha I Made Gede Sunarya I Made Hari Antara I Made Putrama I Made Sukaryawan I Made Sukaryawan, I Made I Md. Dendi Maysanjaya I Putu Merta Wirayasa I Wayan Karyasa Ida Ayu Komang Viki Wahyuni Ida Bagus Nyoman Pascima Irfan Walhidayah Kadek Agus Putra Negara . Kadek Dwi Yartahadi Ketut Agustini Ketut Ngurah Alit Keniten . Koga, Kai Komang Gede Wenten . Krisnayana, I Komang Bayu Kusuma Kusumadewi, Ni Made Ayu Mita Luh Cahayaning Saraswati . Luh Putu Eka Damayanthi, Luh Putu Eka M.Cs ., Gede Saindra Santyadiputra, S.T., M.Cs M.Cs S.Kom I Made Agus Wirawan . Made Adhi Widya Sadnyana . Made Juniantari, Made Made Windu Antara Kesiman Made Windu Cahyadi Manohara, Gede Raditya Mitha, I Made Ardha Premana Ni Komang Arie Suwastini Ni Made Rai Wisudariani Ni Nyoman Sugihartini ni wayan erna erawati Nita Rianadewi Nur, Alfin Nyoman Arta Ada P. WAYAN ARTA SUYASA Pirnanda, I Kadek Aditya Pirnanda, I Kadek Aditya Pradnyana, I Ketut Andika Pradnyani, Ida Ayu Agung Yogi Putra, I Gusti Kade Ari Satria Putra, I Wayan Ari Pramana Putri, Vany Adelia Putu Agus Darma Santosa . Putu Arya Sulaksana Putu Felika Darmawan Putu Hendra Suputra Putu Moni Lestari Putu Rima Yuliandewi . Putu Setiari, Gusti Ayu Putu Yudia Pratiwi rahmi, rugayatur Ramadan, Rezeki Rezeki Ramadan Rianadewi, Nita Rizki Puji Amini Rudiartha, I Gede Wahyu rugayatur rahmi Sadewa, I Gusti Bagus Bogi Saputra, I Made Arya Dwi Simamora, Adi Putra Parlindungan Sindu, I Gede Partha Sukarya, I Gede Arya Sulaksana, Putu Arya Sumiantara, I Gusti Lanang Putu Suputera, I Dewa Nyoman Mastri Tresnawan, I Gusti Putu Yudha Tri Nita Dewi Utama, Kadek Dwi Dwi Viki Wahyuni, Ida Ayu Komang Walhidayah, Irfan Widhiani, Dewa Ayu Putu Ari Widiantara, Dewa Made Wirayasa, I Putu Merta Yartahadi, Kadek Dwi Yasa, I Gede Agus Sukariana