Application System for Identification of Surakarta Traditional Batik Images (SABATARA)

Abstract

Surakarta Batik is a traditional cloth in Indonesia that has been designated as an intangible cultural heritage by the Ministry of Education and Culture. The Surakarta Batik Pattern has characteristics and has a story in each style. The method used affects the accuracy of each pattern in the Surakarta batik image. Image data used for training data are 100 image data with a size of 256 x 256 pixels, with test image data used as many as 20 image data. Improving the quality of the image using contrast stretching, the output is processed to separate objects with the background using adaptive thresholding. The obtained object is added by the canny process and calculated using the Gray Level Co-Occurrence Matrix to obtain the characteristics of each image. The characteristics used are four variables (energy, contrast, homogeneity, and correlation). The resulting variable is used as input to the classification using backpropagation. The test results obtained an accuracy rate of 95%, with an error rate of 0.05%.

Pengaruh Ciri Tekstur Pada Metode Klasifikasi LVQ Untuk Hasil Akurasi Identifikasi Citra Batik Tradisional Solo

“…Demikian juga dengan Batik tradisional Surakarta. Ciri yang digunakan untuk menjadi pembeda dengan ciri batik dari wilayah lain antara lain ciri bentuk [1] [2] [3][4] [5], ciri tekstur [6] [7] [8][9] [10], dan juga ciri warna [11] [12]. Dari berbagai ciri yang digunakan untuk identifikasi batik daerah satu dengan yang lain ada yang memiliki kesamaan namun ada juga yang memiliki perbedaan.…”

“…Dari berbagai ciri yang digunakan untuk identifikasi batik daerah satu dengan yang lain ada yang memiliki kesamaan namun ada juga yang memiliki perbedaan. Masing-masing daerah memiliki corak dan ciri yang berbeda seperti batik Bali [13], batik Pekalongan [14], batik Banyuwangi [15], batik Surakarta [3] dan masih banyak lagi. Ciri yang digunakan untuk identifikasi Batik pada satu daerah belum tentu sama dengan daerah lain.…”

Solo City Batik Design Security System (SiKemTi Solo) During the Pandemic Covid-19

“…The city of Solo is one of the cities of batik craftsmen which is one of the flagship for the Indonesian nation. There are many batik cottage industries in the Solo area (Kusanti & T.S, 2019), (Kusanti & Suprapto, 2019), in addition to traditional batik designs, many design developments from traditional batik are combined with modern batik designs. Of the many batik designs they have, the name of the maker does not appear because it belongs to a large company due to the high cost of copyright for one product design, while with the many designs they produce it is deemed impossible for them to register each of their works.…”