Temu Kembali Citra Menggunakan Metode Modifikasi Multi Texton Histogram (MTH) dan Local Binary Pattern Rotation Invariant (LBPROT)

Pencarian berdasarkan :

SEMUA Pengarang Subjek ISBN/ISSN Pencarian Spesifik

Pencarian terakhir:

Tugas Akhir Informatika

Temu Kembali Citra Menggunakan Metode Modifikasi Multi Texton Histogram (MTH) dan Local Binary Pattern Rotation Invariant (LBPROT)

Ashri Annisaak Aziz - Nama Orang;

Image retrieval is a method used to search digital images in image database. One of the most important things in image retrieval is the feature extraction process. There are several methods that can be used in the image feature extraction process, one of which is Multi Texton Histogram (MTH). MTH is carried out with two main processes, namely color quantization and texture orientation. To improve the performance of the MTH method can be done by adding texton. In the testing process testing is carried out using rotated images. Therefore, the study also uses an invariant method for rotation, namely the Local Binary Pattern Rotation Invariant (LBPROT) method. The results of combining these two methods produce features of each image. The features produced by each image are compared using distance matrix. A query image that has the smallest distance matrix value is image that has the same class as the compared database image. Based on the results of testing on normal images, the use of Modified MTH and LBPROT can improve image retrieval performance by increasing the percentage of precision and recall by 3.63% and 0.62%. Whereas, in testing using rotated images, the merger of Modified MTH and LBPROT resulted in an increase in precision at angles rotation of 90 °, 180 °, and 270 ° by 2% -3%. However, The Modified MTH is better when compared to the merging of the Modified MTH and LBPROT on 45 °, 135 °, 225 °, and 315 ° angle rotations with precision values by 24% -27%.

Ketersediaan

2018179 006.68.Ash.t Tersedia

Informasi Detail

Judul Seri: -
No. Panggil: 006.68.Ash.t
Penerbit: Universitas Mataram : Fakultas Teknik Unram., 2019
Deskripsi Fisik: -
Bahasa: Indonesia
ISBN/ISSN: -
Klasifikasi: 006.68
Tipe Isi: other
Tipe Media: other
Tipe Pembawa: -
Edisi: Edisi 1 Jilid 1
Subjek: Modifikasi Multi Texton Histogram
Image Retrieval
Multi Texton Histogram
Local Binary Pattern Invariant
Info Detail Spesifik: -
Pernyataan Tanggungjawab: Ashri Annisaak Aziz

Versi lain/terkait

Tidak tersedia versi lain

Lampiran Berkas

Temu Kembali Citra Menggunakan Metode Modifikasi Multi Texton Histogram (MTH) dan Local Binary Pattern Rotation Invariant (LBPROT)

Komentar

Anda harus login sebelum memberikan komentar