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| Title | : | Sistem Pendeteksi Kulit Manusia Menggunakan Segmentasi Warna Kulit Pada Tipe Citra HSV (Hue Saturation Value) |
| Author | : |
Dr. Ilona Usuman, S.Si., M.Kom. (1) Dr. Andi Dharmawan, S.Si., M.Cs. (2) Dr. techn. Aufaclav Zatu Kusuma Frisky S.Si., M.Sc. (3) |
| Date | : | 2 2012 |
| Keyword | : | Skin, Hue, Saturation, HSV, segmentasi Skin, Hue, Saturation, HSV, segmentasi |
| Abstract | : | Telah dibuat suatu sistem pendeteksi kulit manusia melalui citra HSV ( Hue Saturation Value ) menggunakan program Matlab. Penelitian ini dilakukan karena masih minimnya penelitian untuk citra HSV pada Matlab. Berbedanya nilai Hue dan Saturation pada program matlab maka penelitian ini akan berguna untuk pendeteksian kulit m anusia menggunakan program Matlab. Penelitian ini dimulai dengan mencari nilai Hue dan Saturation pada citra HSV dan menentukan range nilai kulit manusia yang dapat dibedakan juga dengan objek yang memiliki warna mirip dengan kulit manusia. Hasil dari segmentasi kemudian di filter menggunakan low pass filter untuk menghilangkan noise. Hasilnya akan dideteksi untuk membedakan kulit manusia yang berupa muka dan selain muka. Penelitian ini menghasilkan kesimpulan range kulit manusia memiliki nilai Hue sebesar 0.021 sampai 0.080 dan Nilai Saturation sebesar 0.23 sampai 0.68. Metode ini dapat bekerja dengan sangat baik dengan kecepatan rata-rata 1.4 frame per second dengan tingkat akurasi 87.86 %. Akurasi keberhasilan dipengaruhi oleh gerakan objek, posisi dan arah objek wajah terhadap kamera, jumlah objek orang dalam satu frame, jarak objek kulit manusia dengan kamera serta intensitas cahaya pencahayaan. |
| Group of Knowledge | : | Ilmu Komputer |
| Original Language | : | Bahasa Indonesia |
| Level | : | Nasional |
| Status | : |
Published
|
| No | Title | Action |
|---|---|---|
| 1 |
Sistem Pendeteksi Kulit Manusia Menggunakan Segmentasi Warna Kulit Pada Tipe Citra HSV_Hue Saturation Value.pdf
Document Type : [PAK] Full Dokumen
|
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