2
ix SISTEM KLASIFIKASI DAN PENOMORAN PADA DENTAL RADIOGRAPHY DENGAN INTEGRAL PROJECTION DAN SUPPORT VECTOR MACHINE Nama Mahasiswa : Anindita Sigit Nugroho NRP : 5107100116 Jurusan : Teknik Informatika FTIf ITS Dosen Pembimbing I : Anny Yuniarti, S. Kom, M. Comp. Sc. Dosen Pembimbing II : Bilqis Amaliah, S. Kom, M. Kom. ABSTRAK Sistem klasifikasi dan penomoran pada dental radiography dengan integral projection dan support vector machine bertujuan untuk membuat sistem pengklasifikasian gigi, sekaligus penomoran gigi yang efisien pada dental bitewing maupun panoramic radiography. Sistem ini dikembangkan karena pengidentifikasian manusia menggunakan forensik gigi yang dilakukan secara manual memiliki kelemahan yaitu diperlukan waktu yang lama dalam kasus investigasi yang besar. Sistem bekerja dengan 6 langkah utama, yaitu pertama, pengambilan citra dari hardisk lokal. Kedua, preprocessing dental radiography, dimana dilakukan perbaikan dan binarisasi pada citra, yang dilanjutkan pada pemisahan setiap gigi menjadi gigi tunggal dengan menggunakan integral projection. Kemudian, ekstraksi fitur menggunakan metode measurement-based pada setiap gigi sehingga didapatkan fitur area (luasan piksel dari gigi) dan rasio (perbandingan panjang dan lebar dari gigi). Selanjutnya, proses klasifikasi gigi dilakukan untuk mengklasifikasikan gigi menjadi molar dan premolar dengan menggunakan metode binary support vector machine (SVM). Setelah itu, proses penomoran pada gigi dilakukan sesuai pattern molar dan premolar yang didapat. Terakhir, citra hasil proses disimpan ke dalam basisdata. Percobaan menggunakan 16 dental radiography yang terdiri dari 6 dental bitewing radiography dan 10 dental panoramic radiography dengan total 119 objek gigi menunjukkan nilai akurasi yang cukup baik, yaitu 92.60% untuk proses klasifikasi gigi menjadi molar dan promolar dan 81.51% untuk proses penomoran gigi. Kata kunci : klasifikasi gigi, penomoran gigi, dental radiograph, forensik gigi, integral projection, support vector machine, ADIS.

Chana Masala (Chickpea Curry) FareStart recipe - WSDA · Chana Masala (Chickpea Curry) – FareStart recipe Ingredients 50 Servings 100 Servings 25 Servings Directions Oil, Canola

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Page 1: Chana Masala (Chickpea Curry) FareStart recipe - WSDA · Chana Masala (Chickpea Curry) – FareStart recipe Ingredients 50 Servings 100 Servings 25 Servings Directions Oil, Canola

Made possible by funding from the Department of Health and Human Services and Public Health – Seattle & King County.

Chana Masala (Chickpea Curry) – FareStart recipe

Ingredients 50 Servings 100 Servings 25 Servings Directions

Oil, Canola or Safflower 1 4/5 Tb 3 ½ Tb 2 2/3 tsp 1. Heat oil in tilt skillet or large stockpot.

2. Add onion and sauté until translucent.

3. Add all seasonings and stir for a few minutes.

4. Add tomatoes, chickpeas and water. Cover

and let simmer for 20 min.

5. Season with salt and black pepper.

Serve 3 ounces.

(photo; served with saffron rice)

Onion, fresh§ or frozen, diced 1 1/3 lb 2 2/3 lb 2/3 lb

Garlic, fresh§, minced or granulated 1 4/5 Tb 3 ½ Tb 2 2/3 tsp

Ginger, ground 2 2/3 tsp 5 1/3 tsp 1 1/3 tsp

Coriander, ground 1 4/5 Tb 3 ½ Tb 2 2/3 tsp

Cumin, ground 3 ½ Tb 7 Tb 1 ¾ Tb

Turmeric, ground 2 2/3 tsp 5 1/3 tsp 1 1/3 tsp

Paprika, ground or granulate 1 4/5 Tb 3 ½ Tb 2 2/3 tsp

Tomatoes, canned, diced or whole, crushed 4 1/3 cup 8 2/3 cup 2 1/6 cup

Garbanzo Beans or Chickpeas§, cooked* 5 lb 8 oz 11 lb 2 lb 12 oz

Canned Garbanzo, drained and rinsed 10

15-oz cans 19

15-oz cans 5

15-oz cans

Water 2 2/3 cup 5 1/3 cup 1 1/3 cup

salt, granulated 1 1/3 tsp 2 2/3 tsp 2/3 tsp

Black pepper, ground 2/3 tsp 1 1/3 tsp 1/3 tsp

§WA product available *See Tips & Variation below

Approximate preparation time: 40 min.

Tips & Variation:

When using dried garbanzo beans or chickpeas, multiply the cooked amount by 0.4 to measure the

dried beans you need – in this recipe, you will need 2 lb. 4 oz of dried beans for 50 serving, 4 lb. 7 oz

for 100 serving, and 1 lb. 2 oz for 25 serving. Rinse and soak overnight. Cook the beans for 3 hour

with plenty of water (4 cups water for a cup of chickpeas). You can cook with bay leaf to add some

flavor.

Page 2: Chana Masala (Chickpea Curry) FareStart recipe - WSDA · Chana Masala (Chickpea Curry) – FareStart recipe Ingredients 50 Servings 100 Servings 25 Servings Directions Oil, Canola

Made possible by funding from the Department of Health and Human Services and Public Health – Seattle & King County.

Chana Masala

Child Nutrition Program Food Components:

¼ cup meat alternates

1/8 cup vegetable

Nutrients Per Serving:

Calories 106 kcal

% Calories from Fat 3 %

Total Fat 2.0 g

Saturated Fat 1 g

Trans fat 0 g

Cholesterol 0 mg

Sodium 214 mg

Total Carbohydrates 18 g

Dietary Fiber 5 g

Sugars 3 g

Protein 5 g

Vitamin A (480 IU) 12 %

Vitamin C (2.7 mg) 11 %

Calcium 7 %

Iron 12 %

Onion is an edible bulb. Most onions are biennials and will go to seed

in the spring if not harvested the preceding fall. Common bulb onions

are reddish purple, white, or yellow with a tan skin. The purple and

white tend to be sweeter and milder, while the tan-skinned storage

onion is the most pungent. [ref: “From Asparagus to Zucchini – A Guide to Cooking Farm-Fresh Seasonal

Produce (3rd Edition)”]

A variety of local beans are available in WA! – You can introduce to

your students different kinds of dry beans (or fresh when in season)

to show the difference in colors and shapes; then cook them and serve as

lunch. Click here to find more about beans.

notes