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Journal : Journal of Electrical, Electronics and Informatics

COVIMOS: A Coastal Video Monitoring System I Made Oka Widyantara; I Made Dwi Asana Putra; Ida Bagus Putu Adnyana
Journal of Electrical, Electronics and Informatics Vol 1 No 1 (2017): JEEI (February 2017)
Publisher : Institute for Research and Community Services Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JEEI.2017.v01.i01.p01

Abstract

This paper intends to explain the development of Coastal Video Monitoring System (CoViMoS) with the main characteristics including low-cost and easy implementation. CoViMoS characteristics have been realized using the device IP camera for video image acquisition, and development of software applications with the main features including detection of shoreline and it changes are automatically. This capability was based on segmentation and classification techniques based on data mining. Detection of shoreline is done by segmenting a video image of the beach, to get a cluster of objects, namely land, sea and sky, using Self Organizing Map (SOM) algorithms. The mechanism of classification is done using K-Nearest Neighbor (K-NN) algorithms to provide the class labels to objects that have been generated on the segmentation process. Furthermore, the classification of land used as a reference object in the detection of costline. Implementation CoViMoS system for monitoring systems in Cucukan Beach, Gianyar regency, have shown that the developed system is able to detect the shoreline and its changes automatically.
Co-Authors A.A. Tri Wulandari Mayun Ariana , Anak Agung Gde Bagus Astari, Gusti Ayu Shinta Dwi Atmaja, Ketut Jaya Devi Valentino Waas Dewa Made Wiharta Dewi, Ni Putu Wahyuni Dewi, Ni Wayan Jeri Kusuma Dirgayusari, Ayu Manik Gede Aldhi Pradana Gunawan, I Komang Agus Bryan I Gede Iwan Sudipa I Komang Arya Ganda Wiguna I Made Angga Wijaya I Made Deni Kurniadi I Made Oka Widyantara I Putu Anjas Sanjaya I Putu Susila Handika I Putu Yoga Indrawan I Wayan Krishna Sangging Wiguna Ida Bagus Putu Adnyana Ida Bagus Putu Adnyana Indrawan , I Gusti Agung Kadek Ari Prayoga Putra Krismentari, Ni Kadek Bumi Libraeni, Luh Gede Bevi Linawati Linawati Meinarni, Ni Putu Suci Melyawati, Ni Luh Putu N.M.A.E.D Wirastuti NI LUH KARTIKA DEWI Ni Luh Wiwik Sri Rahayu Ginantra Ni Made Ary Esta Dewi Wirastuti Ni Putu Della Tirta Yanti Ni Putu Dita Ariani Sukma Dewi Ni Putu Suci Meinarni NI PUTU SUCI MEINARNI Ni Putu Widantari Suandana Ni Wayan Suardiati Putri Nirwana, Ni Kade Ayu Nirwana, Ni Kadek Ayu Oka, I Dewa Gede Ari Pande, Ni Kadek Nita Noviani Putra, I Putu Satria Udyana Putra, Putu Satria Udyana Putu Gede Surya Cipta Nugraha Putu Praba Santika Putu Wirayudi Aditama Radhitya, Made Leo Rini Komalasari Sandhiyasa, I Made Subrata Santi Ika Murpratiwi Savitri, Ni Putu Diah Pradnya Semadi, Ketut Ngurah Sugihya Artha Dwipayani Sugihya Artha Dwipayani Sutriasih, Ni Kadek Udayanie, Ayu Gde Chrisna Wahyudi, I Putu Alfin Teguh Wawan, I Kadek Wayan Gede Suka Parwita Wiguna, I Komang Arya Ganda Wijaya, Bagus Kusuma Wikananda, I Gusti Ngurah Satya