Rangkuti, A.H., Harjoko, A., and Putra, A.E.

This research evolves feature extraction algorithms in overcoming difficulties in classifying batik images that encounter changes in scale and rotation. the algorithm is multiscale and multilevel extended center symmetric local binary pattern (M2ECS-LBP). In utilizing this algorithm using several types of windows to obtain optimal feature extraction results, ranging from the size of 6×6, 9×9, 12 x 12 and 15×15 or a combination of several windows. However, for the use of algorithm carried out sequentially, it also requires a special strategy to obtain optimal image feature extraction results to support performance accuracy in the classification. The results of classification accuracy using K-Nearest neighborhood had reached up until the percentage to 78,4 – 81.7 percent of the image undergoing changes in scale and rotation. However, if the batik image undergoes a change in scale but the rotation is the same then the accuracy percentage can reach 98-99 percent. This algorithm is a very powerful breakthrough with lighter computing techniques than other algorithms. This research can be continued to recognize moving images, expected with maximum accuracy.

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28 Responses to “Improvement of accuracy in batik image classification due to scale and rotation changes using M2ECS-LBP algorithm”

  1. Keren batiknya menggunakan algoritma..Terima kasih menambah pengetahuan buat saya.
    Salam sukses ya

  2. This algorithm is a very advanced advance with lighter calculation techniques than other algorithms.

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  5. This calculation is an incredible leap forward with lighter figuring systems than different calculations. This examination can be kept on perceiving moving pictures, expected with most extreme precision.

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  16. Cool batik using an algorithm! Thanks for adding knowledge to me.

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