Klasifikasi Retakan (Crack) pada Bangunan Akibat Gempa Menggunakan Fitur Zoning, Momen Invarian, dan Quadratic Discriminant Analysis

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Klasifikasi Retakan (Crack) pada Bangunan Akibat Gempa Menggunakan Fitur Zoning, Momen Invarian, dan Quadratic Discriminant Analysis

Aldian Wahyu Septiadi - Nama Orang;

Abstract - Classification of cracks in building affected by natural disaster (for the example earthquakes) can be done manually by analyzing walls, pole, floors, or beams based by width of the cracks, depth level of the cracks, and length of the cracks using sense of sight. Based on knowledge and certain techniques we could classfy the category of the cracks demage level correctly. However there are deficiencies using this method because this method need great knowledge and experience to get the correct conclusion of cracks demage level category. In the other word, only buildings expert can do the activity of buildings assessment. While at the earthquakes affected area, not everyone has the same knowledge and experience as expert. So, to help society in the affected area to solve that problem, in this study will develop classification model of cracks using image processing approaches, image analysis, and pattern recognition concept that can classify the cracks in building into light, medium, or heavy using zoning and invariant moment extraction feature method, and quadratic discriminant analysis classification method. Based on the research that has been done, the accuracy obtained to classify the cracks reach until 80%.

Ketersediaan

201807 624.1.Ald.k Perpustakaan Fakultas Teknik Tersedia

Informasi Detail

Judul Seri: -
No. Panggil: 624.1.Ald.k
Penerbit: Universitas Mataram : Fakultas Teknik Unram., 2019
Deskripsi Fisik: xi,50 Hlm, Illus, 21x29 cm
Bahasa: Indonesia
ISBN/ISSN: -
Klasifikasi: 624.1
Tipe Isi: other
Tipe Media: other
Tipe Pembawa: -
Edisi: Edisi 1 Jilid 1
Subjek: Gempa bumi Teknik bangunan
Cracks, Image Analysis
Image Processing, Moment, QDA, Zoning
Info Detail Spesifik: -
Pernyataan Tanggungjawab: Aldian Wahyu Septiadi

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Klasifikasi Retakan (Crack) pada Bangunan Akibat Gempa Menggunakan Fitur Zoning, Momen Invarian, dan Quadratic Discriminant Analysis

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